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+ 0 @-1 "For the last several years we have been examining factors associated", \par
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+ @0 "with different types of perceptual tasks. This first portion of the", \par
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+ 0 @-2 "The experiment consists of a series of letters flashed upon the screen",\par
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+ 0 @-1 "Between sets of letter strings an asterisk will appear on the screen:",\par
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+ \f1 +\f0 111 ~V / <ne> "KK\f1 \f0 KK" <co> <fd 2> <o 144> / \f1 <ne> "K" <fd 10> / \f0 ~R ;\par
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+ 30 ~F <o 244> / ;\par
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+ 50 ~G ;\par
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+ \par
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+ \f1 -\f0 114 ~V / <ne> "RR\f1 \f0 RR" <co> <fd 2> <o 141> / \f1 <ne> "R" <fd 10> / \f0 ~R ;\par
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+ 30 ~F <o 241> / ;\par
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+ 50 ~G ;\par
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+ \par
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+ \f1 +\f0 113 ~V / <ne> "RR\f1 \f0 RR" <co> <fd 2> <o 142> / \f1 <ne> "K" <fd 10> / \f0 ~R ;\par
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+ 30 ~F <o 242> / ;\par
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+ 50 ~G ;\par
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+ \par
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+ \f1 -\f0 112 ~V / <ne> "KK\f1 \f0 KK" <co> <fd 2> <o 143> / \f1 <ne> "R" <fd 10> / \f0 ~R ;\par
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+ 30 ~F <o 243> / ;\par
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+ 50 ~G ;\par
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+ \par
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+ \f1 $\f0\par
160
+ \cf1\par
161
+ $60 <emit 2> <emit 3> <emit 4> ; $\par
162
+ \par
163
+ \\\par
164
+ \par
165
+ $\cf0\f1\par
166
+ \par
167
+ 0 @-1 "The practice trials have ended.",\par
168
+ @0 "Do you have any questions before you begin the experiment?" \cf1\f0 / <wav 2> "\f1 endpractice\f0 " \f1 ;\cf0\par
169
+ \cf1\f0\par
170
+ 0 @\f1 -\f0 1 "During this set of trials press the Right Button" ,\par
171
+ @0 "when\f1 an N\f0 appears in the center of the \f1 letter-string\f0 ." / <wav 2> "\f1 rn\f0 " \f1 <c>\f0 ;\par
172
+ \par
173
+ 0 @\f1 -\f0 1 "Or press the Left Button when a\f1 n\f0 \f1 M\f0 ",\par
174
+ @0 "appears in the center of the \f1 letter-string\f0 ." / <wav 2> "\f1 lm\f0 " \f1 <c>\f0 ;\par
175
+ \par
176
+ \f1 +997 <co> \cf2\f0 <zor>\cf1\f1 <timeout 60000>\f0\par
177
+ @\f1 -2\f0 "Ok... remember, Right Button for \f1 N\f0 , Left Button for \f1 M\f0 ."\f1 ,\f0\par
178
+ \f1 \f0 @\f1 -1\f0 "If you make a mistake you can correct yourself by",\par
179
+ @\f1 0\f0 "pressing the correct button before your time runs out."\f1 ,\f0\par
180
+ \f1 @2 \f0 "\f1 Press any button to\f0 begin the next set of trials\f1 .\f0 "\f1 ;\f0\par
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+ \par
182
+ \cf0\f1 1 <o 235> \cf2 \cf0 <timeout 850> \cf2 <zor 0> \cf0 <fd 90> "" / <o 255>;\cf1\f0\par
183
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+ 30 ~F / ;\par
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+ 50 ~G ;\par
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+ 50 ~G ;\par
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290
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292
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294
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303
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305
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308
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310
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312
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314
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320
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322
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328
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330
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331
+ 50 ~G ;\par
332
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333
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334
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335
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336
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337
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338
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+ 50 ~G ;\par
340
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341
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342
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344
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345
+ \par
346
+ \\\par
347
+ $\cf0\f1\par
348
+ \cf1\f0\par
349
+ 0 @\f1 -\f0 1 "During this set of trials press the Right Button" ,\par
350
+ @0 "when a\f1 n\f0 \f1 M\f0 appears in the center of the \f1 letter-string\f0 ." / <wav 2> "\f1 rm\f0 " \f1 <c>\f0 ;\par
351
+ \par
352
+ 0 @\f1 -\f0 1 "Or press the Left Button when a\f1 n\f0 \f1 N\f0 ",\par
353
+ @0 "appears in the center of the \f1 letter-string\f0 ." / <wav 2> "\f1 ln\f0 " \f1 <c>\f0 ;\par
354
+ \par
355
+ \f1 +997 <co> \cf2\f0 <zor>\cf1\f1 <timeout 600000>\f0 \f1 @-2 \f0 "Ok... remember Right Button for \f1 M\f0 , Left Button for \f1 N\f0 "\f1 ,\f0\par
356
+ \f1 \f0 @\f1 0\f0 "If you make a mistake you can correct yourself by",\par
357
+ @\f1 1\f0 "pressing the correct button before your time runs out."\f1 ,\f0\par
358
+ \f1 @2 \f0 "\f1 Press any button to\f0 begin the next set of trials\f1 .\f0 "\f1 ;\f0\par
359
+ \par
360
+ 1 <timeout 850> \cf2 <zor\f1 0\f0 >\cf1\f1 \f0 <fd 90> "" / ;\par
361
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362
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364
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370
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373
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375
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378
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382
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390
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393
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395
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401
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409
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433
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438
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449
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457
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458
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459
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460
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461
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462
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463
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464
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465
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466
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467
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468
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469
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470
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471
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472
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473
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474
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475
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476
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477
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478
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479
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480
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481
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482
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483
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484
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485
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486
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487
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488
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489
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490
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491
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492
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493
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494
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495
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496
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497
+ 50 ~G;\par
498
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499
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500
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501
+ 50 ~G ;\par
502
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503
+ \f1 +\f0 128 ~V / <ne> \cf1 "\f1 NN NN\f0 " \cf6 <co> <fd 2> <o 127> / \f1 <ne> "N" <fd 10> / \f0 ~R ;\par
504
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505
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506
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507
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508
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509
+ 50 ~G ;\par
510
+ \par
511
+ \f1 +\f0 126 ~V / <ne> \cf1 "\f1 MM MM\f0 " \cf6 <co> <fd 2> <o 129> / \f1 <ne> "N" <fd 10> / \f0 ~R ;\par
512
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513
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514
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515
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516
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517
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518
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519
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520
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521
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522
+ \cf5\par
523
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524
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525
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526
+ \\\par
527
+ \par
528
+ \par
529
+ $\par
530
+ 0 @\f1 -\f0 1 "During this set of trials press the Right Button" ,\par
531
+ @0 "when an E appears in the center of the letter\f1 -\f0 string." / <wav 2> "\f1 re\f0 " \f1 <c>\f0 ;\par
532
+ \par
533
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534
+ @0 "appears in the center of the letter\f1 -\f0 string." / <wav 2> "\f1 lf\f0 " \f1 <c>\f0 ;\par
535
+ \par
536
+ \f1 +997 <co> \cf2\f0 <zor>\cf1\f1 <timeout 600000>\f0 @-\f1 2\f0 "Ok... remember, Right Button for E, Left Button for F."\f1 ,\f0\par
537
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538
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539
+ \f1 @2 \f0 "\f1 Press any button to\f0 begin the next set of trials\f1 .\f0 "\f1 ;\f0\par
540
+ \par
541
+ 1 <timeout 850> \cf2 <zor\f1 0\f0 >\cf1\f1 \f0 <fd 90> "" / ;\par
542
+ $\par
543
+ \par
544
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545
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546
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547
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548
+ \f1 -\f0 132 ~V / <ne> \cf1 "FF\f1 \f0 FF" \cf7 <co> <fd 2> <o 123> / \f1 <ne> "E" <fd 10> / \f0 ~R ;\par
549
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550
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551
+ \par
552
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553
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554
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555
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556
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557
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558
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559
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560
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561
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562
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563
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564
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565
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566
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567
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568
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570
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571
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572
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578
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580
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582
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583
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584
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585
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586
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588
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590
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591
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592
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598
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599
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602
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603
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604
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606
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607
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610
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611
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612
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614
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615
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616
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618
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619
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620
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622
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623
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626
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627
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628
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629
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630
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631
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632
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633
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634
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635
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636
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637
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638
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639
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640
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641
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642
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643
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644
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645
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646
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647
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648
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649
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650
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651
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652
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653
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654
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655
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656
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657
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658
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659
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660
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661
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662
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663
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664
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665
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666
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667
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668
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669
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670
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671
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672
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673
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674
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675
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676
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677
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678
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679
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680
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681
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682
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683
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684
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685
+ 30 ~F / ;\par
686
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687
+ \par
688
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689
+ 30 ~F / ;\par
690
+ 50 ~G ;\par
691
+ \par
692
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693
+ 30 ~F / ;\par
694
+ 50 ~G ;\par
695
+ \par
696
+ \f1 +\f0 133 ~V / <ne> \cf1 "EE\f1 \f0 EE" \cf7 <co> <fd 2> <o 122> / \f1 <ne> "F" <fd 10> / \f0 ~R ;\par
697
+ 30 ~F / ;\par
698
+ 50 ~G ;\par
699
+ \par
700
+ \f1 -\f0 134 ~V / <ne> \cf1 "EE\f1 \f0 EE" \cf7 <co> <fd 2> <o 121> / \f1 <ne> "E" <fd 10> / \f0 ~R ;\par
701
+ 30 ~F / ;\par
702
+ 50 ~G ;\cf1\par
703
+ \par
704
+ \\\par
705
+ $\par
706
+ \par
707
+ \cf0\f1 1 <o 235> <fd 2> "" / <o 255>;\par
708
+ \cf1\f0\par
709
+ 0 @-1 "During this set of trials press the Right Button" ,\par
710
+ @0 "when a F appears in the center of the letter-string." / <wav 2> "\f1 rf\f0 " \f1 <c>\f0 ;\par
711
+ \par
712
+ 0 @-1 "Or press the Left Button when an E",\par
713
+ @0 "appears in the center of the letter-string." / <wav 2> "\f1 le\f0 " \f1 <c>\f0 ;\par
714
+ \par
715
+ \f1 +997 <co> \cf2\f0 <zor>\cf1\f1 <timeout 600000>\f0 \f1 @-2 \f0 "Ok... remember Right Button for F, Left Button for E"\f1 ,\f0\par
716
+ \f1 \f0 @\f1 0\f0 "If you make a mistake you can correct yourself by",\par
717
+ @\f1 1\f0 "pressing the correct button before your time runs out."\f1 ,\f0\par
718
+ \f1 @2 \f0 "\f1 Press any button to\f0 begin the next set of trials\f1 .\f0 "\f1 ;\f0\par
719
+ \par
720
+ 1 \f1 <o 234> \f0 <timeout 850> \cf2 <zor\f1 0\f0 >\cf1\f1 \f0 <fd 90> "" / \f1 <o 255>\f0 ;\par
721
+ $\par
722
+ \par
723
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724
+ 30 ~F\f1 \f0 / ;\par
725
+ 50 ~G ;\par
726
+ \par
727
+ \f1 +\f0 136 ~V / <ne> \cf1 "FF\f1 \f0 FF" \cf8 <co> <fd 2> <o 119> / \f1 <ne> "E" <fd 10> / \f0 ~R ;\par
728
+ 30 ~F / ;\par
729
+ 50 ~G ;\par
730
+ \par
731
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732
+ 30 ~F / ;\par
733
+ 50 ~G ;\par
734
+ \par
735
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736
+ 30 ~F / ;\par
737
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738
+ \par
739
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740
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741
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742
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743
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744
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745
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746
+ \par
747
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748
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749
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750
+ \par
751
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752
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753
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754
+ \par
755
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756
+ 30 ~F\f1 \f0 / ;\par
757
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758
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759
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760
+ 30 ~F / ;\par
761
+ 50 ~G ;\par
762
+ \par
763
+ \f1 -\f0 137 ~V / <ne> \cf1 "EE\f1 \f0 EE" \cf8 <co> <fd 2> <o 118> / \f1 <ne> "F" <fd 10> / \f0 ~R ;\par
764
+ 30 ~F / ;\par
765
+ 50 ~G ;\par
766
+ \par
767
+ \f1 +\f0 138 ~V / <ne> \cf1 "EE\f1 \f0 EE" \cf8 <co> <fd 2> <o 117> / \f1 <ne> "E" <fd 10> / \f0 ~R ;\par
768
+ 30 ~F / ;\par
769
+ 50 ~G ;\par
770
+ \par
771
+ \f1 -\f0 135 ~V / <ne> \cf1 "FF\f1 \f0 FF" \cf8 <co> <fd 2> <o 120> / \f1 <ne> "F" <fd 10> / \f0 ~R ;\par
772
+ 30 ~F\f1 \f0 / ;\par
773
+ 50 ~G ;\par
774
+ \par
775
+ \f1 +\f0 136 ~V / <ne> \cf1 "FF\f1 \f0 FF" \cf8 <co> <fd 2> <o 119> / \f1 <ne> "E" <fd 10> / \f0 ~R ;\par
776
+ 30 ~F / ;\par
777
+ 50 ~G ;\par
778
+ \par
779
+ \f1 -\f0 137 ~V / <ne> \cf1 "EE\f1 \f0 EE" \cf8 <co> <fd 2> <o 118> / \f1 <ne> "F" <fd 10> / \f0 ~R ;\par
780
+ 30 ~F / ;\par
781
+ 50 ~G ;\par
782
+ \par
783
+ \f1 +\f0 138 ~V / <ne> \cf1 "EE\f1 \f0 EE" \cf8 <co> <fd 2> <o 117> / \f1 <ne> "E" <fd 10> / \f0 ~R ;\par
784
+ 30 ~F / ;\par
785
+ 50 ~G ;\par
786
+ \par
787
+ \f1 -\f0 135 ~V / <ne> \cf1 "FF\f1 \f0 FF" \cf8 <co> <fd 2> <o 120> / \f1 <ne> "F" <fd 10> / \f0 ~R ;\par
788
+ 30 ~F\f1 \f0 / ;\par
789
+ 50 ~G ;\par
790
+ \par
791
+ \f1 +\f0 136 ~V / <ne> \cf1 "FF\f1 \f0 FF" \cf8 <co> <fd 2> <o 119> / \f1 <ne> "E" <fd 10> / \f0 ~R ;\par
792
+ 30 ~F / ;\par
793
+ 50 ~G ;\par
794
+ \par
795
+ \f1 -\f0 137 ~V / <ne> \cf1 "EE\f1 \f0 EE" \cf8 <co> <fd 2> <o 118> / \f1 <ne> "F" <fd 10> / \f0 ~R ;\par
796
+ 30 ~F / ;\par
797
+ 50 ~G ;\par
798
+ \par
799
+ \f1 +\f0 138 ~V / <ne> \cf1 "EE\f1 \f0 EE" \cf8 <co> <fd 2> <o 117> / \f1 <ne> "E" <fd 10> / \f0 ~R ;\par
800
+ 30 ~F / ;\par
801
+ 50 ~G ;\par
802
+ \par
803
+ \f1 -\f0 135 ~V / <ne> \cf1 "FF\f1 \f0 FF" \cf8 <co> <fd 2> <o 120> / \f1 <ne> "F" <fd 10> / \f0 ~R ;\par
804
+ 30 ~F\f1 \f0 / ;\par
805
+ 50 ~G ;\par
806
+ \par
807
+ \f1 +\f0 136 ~V / <ne> \cf1 "FF\f1 \f0 FF" \cf8 <co> <fd 2> <o 119> / \f1 <ne> "E" <fd 10> / \f0 ~R ;\par
808
+ 30 ~F / ;\par
809
+ 50 ~G ;\par
810
+ \par
811
+ \f1 -\f0 137 ~V / <ne> \cf1 "EE\f1 \f0 EE" \cf8 <co> <fd 2> <o 118> / \f1 <ne> "F" <fd 10> / \f0 ~R ;\par
812
+ 30 ~F / ;\par
813
+ 50 ~G ;\par
814
+ \par
815
+ \f1 +\f0 138 ~V / <ne> \cf1 "EE\f1 \f0 EE" \cf8 <co> <fd 2> <o 117> / \f1 <ne> "E" <fd 10> / \f0 ~R ;\par
816
+ 30 ~F / ;\par
817
+ 50 ~G ;\par
818
+ \par
819
+ \f1 -\f0 135 ~V / <ne> \cf1 "FF\f1 \f0 FF" \cf8 <co> <fd 2> <o 120> / \f1 <ne> "F" <fd 10> / \f0 ~R ;\par
820
+ 30 ~F\f1 \f0 / ;\par
821
+ 50 ~G ;\par
822
+ \par
823
+ \f1 +\f0 136 ~V / <ne> \cf1 "FF\f1 \f0 FF" \cf8 <co> <fd 2> <o 119> / \f1 <ne> "E" <fd 10> / \f0 ~R ;\par
824
+ 30 ~F / ;\par
825
+ 50 ~G ;\par
826
+ \par
827
+ \f1 -\f0 137 ~V / <ne> \cf1 "EE\f1 \f0 EE" \cf8 <co> <fd 2> <o 118> / \f1 <ne> "F" <fd 10> / \f0 ~R ;\par
828
+ 30 ~F / ;\par
829
+ 50 ~G ;\par
830
+ \par
831
+ \f1 +\f0 138 ~V / <ne> \cf1 "EE\f1 \f0 EE" \cf8 <co> <fd 2> <o 117> / \f1 <ne> "E" <fd 10> / \f0 ~R ;\par
832
+ 30 ~F / ;\par
833
+ 50 ~G ;\par
834
+ \par
835
+ \f1 -\f0 135 ~V / <ne> \cf1 "FF\f1 \f0 FF" \cf8 <co> <fd 2> <o 120> / \f1 <ne> "F" <fd 10> / \f0 ~R ;\par
836
+ 30 ~F\f1 \f0 / ;\par
837
+ 50 ~G ;\par
838
+ \par
839
+ \f1 +\f0 136 ~V / <ne> \cf1 "FF\f1 \f0 FF" \cf8 <co> <fd 2> <o 119> / \f1 <ne> "E" <fd 10> / \f0 ~R ;\par
840
+ 30 ~F / ;\par
841
+ 50 ~G ;\par
842
+ \par
843
+ \f1 -\f0 137 ~V / <ne> \cf1 "EE\f1 \f0 EE" \cf8 <co> <fd 2> <o 118> / \f1 <ne> "F" <fd 10> / \f0 ~R ;\par
844
+ 30 ~F / ;\par
845
+ 50 ~G ;\par
846
+ \par
847
+ \f1 +\f0 138 ~V / <ne> \cf1 "EE\f1 \f0 EE" \cf8 <co> <fd 2> <o 117> / \f1 <ne> "E" <fd 10> / \f0 ~R ;\par
848
+ 30 ~F / ;\par
849
+ 50 ~G ;\par
850
+ \par
851
+ \f1 -\f0 135 ~V / <ne> \cf1 "FF\f1 \f0 FF" \cf8 <co> <fd 2> <o 120> / \f1 <ne> "F" <fd 10> / \f0 ~R ;\par
852
+ 30 ~F\f1 \f0 / ;\par
853
+ 50 ~G ;\par
854
+ \par
855
+ \f1 +\f0 136 ~V / <ne> \cf1 "FF\f1 \f0 FF" \cf8 <co> <fd 2> <o 119> / \f1 <ne> "E" <fd 10> / \f0 ~R ;\par
856
+ 30 ~F / ;\par
857
+ 50 ~G ;\par
858
+ \par
859
+ \f1 -\f0 137 ~V / <ne> \cf1 "EE\f1 \f0 EE" \cf8 <co> <fd 2> <o 118> / \f1 <ne> "F" <fd 10> / \f0 ~R ;\par
860
+ 30 ~F / ;\par
861
+ 50 ~G ;\par
862
+ \par
863
+ \f1 +\f0 138 ~V / <ne> \cf1 "EE\f1 \f0 EE" \cf8 <co> <fd 2> <o 117> / \f1 <ne> "E" <fd 10> / \f0 ~R ;\par
864
+ 30 ~F / ;\par
865
+ 50 ~G ;\par
866
+ \par
867
+ \f1 -\f0 135 ~V / <ne> \cf1 "FF\f1 \f0 FF" \cf8 <co> <fd 2> <o 120> / \f1 <ne> "F" <fd 10> / \f0 ~R ;\par
868
+ 30 ~F\f1 \f0 / ;\par
869
+ 50 ~G ;\par
870
+ \par
871
+ \f1 +\f0 136 ~V / <ne> \cf1 "FF\f1 \f0 FF" \cf8 <co> <fd 2> <o 119> / \f1 <ne> "E" <fd 10> / \f0 ~R ;\par
872
+ 30 ~F / ;\par
873
+ 50 ~G ;\par
874
+ \par
875
+ \f1 -\f0 137 ~V / <ne> \cf1 "EE\f1 \f0 EE" \cf8 <co> <fd 2> <o 118> / \f1 <ne> "F" <fd 10> / \f0 ~R ;\par
876
+ 30 ~F / ;\par
877
+ 50 ~G ;\par
878
+ \par
879
+ \f1 +\f0 138 ~V / <ne> \cf1 "EE\f1 \f0 EE" \cf8 <co> <fd 2> <o 117> / \f1 <ne> "E" <fd 10> / \f0 ~R ;\par
880
+ 30 ~F / ;\par
881
+ 50 ~G ;\par
882
+ \cf1\par
883
+ \par
884
+ $60 <emit 2> <emit 3> <emit 4> ; $\par
885
+ \par
886
+ \\\par
887
+ \par
888
+ \f1 $\f0\par
889
+ 0 @-1 "During this set of trials press the Right Button" ,\par
890
+ @0 "when an O appears in the center of the letter-string." / <wav 2> "\f1 ro\f0 " \f1 <c>\f0 ;\par
891
+ \par
892
+ 0 @-1 "Or press the Left Button when a Q",\par
893
+ @0 "appears in the center of the letter-string." / <wav 2> "\f1 lq\f0 " \f1 <c>\f0 ;\par
894
+ \par
895
+ \f1 +997 <co> \cf2\f0 <zor>\cf1\f1 <timeout 600000>\f0 @-\f1 2\f0 "Ok... remember, Right Button for O, Left Button for Q"\f1 ,\f0\par
896
+ \f1 \f0 @\f1 0\f0 "If you make a mistake you can correct yourself by",\par
897
+ @\f1 1\f0 "pressing the correct button before your time runs out."\f1 ,\f0\par
898
+ \f1 @2 \f0 "\f1 Press any button to\f0 begin the next set of trials\f1 .\f0 "\f1 ;\f0\par
899
+ \par
900
+ 1 <timeout 850> \cf2 <zor\f1 0\f0 >\cf1\f1 \f0 <fd 90> "" / ;\par
901
+ $\par
902
+ \par
903
+ \cf2\f1 +\f0 141 ~V / <ne> \cf1 "QQ\f1 \f0 QQ" \cf2 <co> <fd 2> <o 114> / \f1 <ne> "Q" <fd 10> / \f0 ~R ;\par
904
+ 30 ~F / ;\par
905
+ 50 ~G ;\par
906
+ \par
907
+ \f1 -\f0 142 ~V / <ne> \cf1 "QQ\f1 \f0 QQ" \cf2 <co> <fd 2> <o 113> / \f1 <ne> "O" <fd 10> / \f0 ~R ;\par
908
+ 30 ~F / ;\par
909
+ 50 ~G ;\par
910
+ \par
911
+ \f1 +\f0 143 ~V / <ne>\cf1 "OO\f1 \f0 OO" \cf2 <co> <fd 2> <o 112> / \f1 <ne> "Q" <fd 10> / \f0 ~R ;\par
912
+ 30 ~F / ;\par
913
+ 50 ~G ;\par
914
+ \par
915
+ \f1 -\f0 144 ~V / <ne> \cf1 "OO\f1 \f0 OO" \cf2 <co> <fd 2> <o 111> / \f1 <ne> "O" <fd 10> / \f0 ~R ;\par
916
+ 30 ~F / ;\par
917
+ 50 ~G ;\par
918
+ \par
919
+ \f1 +\f0 141 ~V / <ne> \cf1 "QQ\f1 \f0 QQ" \cf2 <co> <fd 2> <o 114> / \f1 <ne> "Q" <fd 10> / \f0 ~R ;\par
920
+ 30 ~F / ;\par
921
+ 50 ~G ;\par
922
+ \par
923
+ \f1 -\f0 142 ~V / <ne> \cf1 "QQ\f1 \f0 QQ" \cf2 <co> <fd 2> <o 113> / \f1 <ne> "O" <fd 10> / \f0 ~R ;\par
924
+ 30 ~F / ;\par
925
+ 50 ~G ;\par
926
+ \par
927
+ \f1 +\f0 143 ~V / <ne>\cf1 "OO\f1 \f0 OO" \cf2 <co> <fd 2> <o 112> / \f1 <ne> "Q" <fd 10> / \f0 ~R ;\par
928
+ 30 ~F / ;\par
929
+ 50 ~G ;\par
930
+ \par
931
+ \f1 -\f0 144 ~V / <ne> \cf1 "OO\f1 \f0 OO" \cf2 <co> <fd 2> <o 111> / \f1 <ne> "O" <fd 10> / \f0 ~R ;\par
932
+ 30 ~F / ;\par
933
+ 50 ~G ;\par
934
+ \par
935
+ \f1 +\f0 141 ~V / <ne> \cf1 "QQ\f1 \f0 QQ" \cf2 <co> <fd 2> <o 114> / \f1 <ne> "Q" <fd 10> / \f0 ~R ;\par
936
+ 30 ~F / ;\par
937
+ 50 ~G ;\par
938
+ \par
939
+ \f1 -\f0 142 ~V / <ne> \cf1 "QQ\f1 \f0 QQ" \cf2 <co> <fd 2> <o 113> / \f1 <ne> "O" <fd 10> / \f0 ~R ;\par
940
+ 30 ~F / ;\par
941
+ 50 ~G ;\par
942
+ \par
943
+ \f1 +\f0 143 ~V / <ne>\cf1 "OO\f1 \f0 OO" \cf2 <co> <fd 2> <o 112> / \f1 <ne> "Q" <fd 10> / \f0 ~R ;\par
944
+ 30 ~F / ;\par
945
+ 50 ~G ;\par
946
+ \par
947
+ \f1 -\f0 144 ~V / <ne> \cf1 "OO\f1 \f0 OO" \cf2 <co> <fd 2> <o 111> / \f1 <ne> "O" <fd 10> / \f0 ~R ;\par
948
+ 30 ~F / ;\par
949
+ 50 ~G ;\par
950
+ \par
951
+ \f1 +\f0 141 ~V / <ne> \cf1 "QQ\f1 \f0 QQ" \cf2 <co> <fd 2> <o 114> / \f1 <ne> "Q" <fd 10> / \f0 ~R ;\par
952
+ 30 ~F / ;\par
953
+ 50 ~G ;\par
954
+ \par
955
+ \f1 -\f0 142 ~V / <ne> \cf1 "QQ\f1 \f0 QQ" \cf2 <co> <fd 2> <o 113> / \f1 <ne> "O" <fd 10> / \f0 ~R ;\par
956
+ 30 ~F / ;\par
957
+ 50 ~G ;\par
958
+ \par
959
+ \f1 +\f0 143 ~V / <ne>\cf1 "OO\f1 \f0 OO" \cf2 <co> <fd 2> <o 112> / \f1 <ne> "Q" <fd 10> / \f0 ~R ;\par
960
+ 30 ~F / ;\par
961
+ 50 ~G ;\par
962
+ \par
963
+ \f1 -\f0 144 ~V / <ne> \cf1 "OO\f1 \f0 OO" \cf2 <co> <fd 2> <o 111> / \f1 <ne> "O" <fd 10> / \f0 ~R ;\par
964
+ 30 ~F / ;\par
965
+ 50 ~G ;\par
966
+ \par
967
+ \f1 +\f0 141 ~V / <ne> \cf1 "QQ\f1 \f0 QQ" \cf2 <co> <fd 2> <o 114> / \f1 <ne> "Q" <fd 10> / \f0 ~R ;\par
968
+ 30 ~F / ;\par
969
+ 50 ~G ;\par
970
+ \par
971
+ \f1 -\f0 142 ~V / <ne> \cf1 "QQ\f1 \f0 QQ" \cf2 <co> <fd 2> <o 113> / \f1 <ne> "O" <fd 10> / \f0 ~R ;\par
972
+ 30 ~F / ;\par
973
+ 50 ~G ;\par
974
+ \par
975
+ \f1 +\f0 143 ~V / <ne>\cf1 "OO\f1 \f0 OO" \cf2 <co> <fd 2> <o 112> / \f1 <ne> "Q" <fd 10> / \f0 ~R ;\par
976
+ 30 ~F / ;\par
977
+ 50 ~G ;\par
978
+ \par
979
+ \f1 -\f0 144 ~V / <ne> \cf1 "OO\f1 \f0 OO" \cf2 <co> <fd 2> <o 111> / \f1 <ne> "O" <fd 10> / \f0 ~R ;\par
980
+ 30 ~F / ;\par
981
+ 50 ~G ;\par
982
+ \par
983
+ \f1 +\f0 141 ~V / <ne> \cf1 "QQ\f1 \f0 QQ" \cf2 <co> <fd 2> <o 114> / \f1 <ne> "Q" <fd 10> / \f0 ~R ;\par
984
+ 30 ~F / ;\par
985
+ 50 ~G ;\par
986
+ \par
987
+ \f1 -\f0 142 ~V / <ne> \cf1 "QQ\f1 \f0 QQ" \cf2 <co> <fd 2> <o 113> / \f1 <ne> "O" <fd 10> / \f0 ~R ;\par
988
+ 30 ~F / ;\par
989
+ 50 ~G ;\par
990
+ \par
991
+ \f1 +\f0 143 ~V / <ne>\cf1 "OO\f1 \f0 OO" \cf2 <co> <fd 2> <o 112> / \f1 <ne> "Q" <fd 10> / \f0 ~R ;\par
992
+ 30 ~F / ;\par
993
+ 50 ~G ;\par
994
+ \par
995
+ \f1 -\f0 144 ~V / <ne> \cf1 "OO\f1 \f0 OO" \cf2 <co> <fd 2> <o 111> / \f1 <ne> "O" <fd 10> / \f0 ~R ;\par
996
+ 30 ~F / ;\par
997
+ 50 ~G ;\par
998
+ \par
999
+ \f1 +\f0 141 ~V / <ne> \cf1 "QQ\f1 \f0 QQ" \cf2 <co> <fd 2> <o 114> / \f1 <ne> "Q" <fd 10> / \f0 ~R ;\par
1000
+ 30 ~F / ;\par
1001
+ 50 ~G ;\par
1002
+ \par
1003
+ \f1 -\f0 142 ~V / <ne> \cf1 "QQ\f1 \f0 QQ" \cf2 <co> <fd 2> <o 113> / \f1 <ne> "O" <fd 10> / \f0 ~R ;\par
1004
+ 30 ~F / ;\par
1005
+ 50 ~G ;\par
1006
+ \par
1007
+ \f1 +\f0 143 ~V / <ne>\cf1 "OO\f1 \f0 OO" \cf2 <co> <fd 2> <o 112> / \f1 <ne> "Q" <fd 10> / \f0 ~R ;\par
1008
+ 30 ~F / ;\par
1009
+ 50 ~G ;\par
1010
+ \par
1011
+ \f1 -\f0 144 ~V / <ne> \cf1 "OO\f1 \f0 OO" \cf2 <co> <fd 2> <o 111> / \f1 <ne> "O" <fd 10> / \f0 ~R ;\par
1012
+ 30 ~F / ;\par
1013
+ 50 ~G ;\par
1014
+ \par
1015
+ \f1 +\f0 141 ~V / <ne> \cf1 "QQ\f1 \f0 QQ" \cf2 <co> <fd 2> <o 114> / \f1 <ne> "Q" <fd 10> / \f0 ~R ;\par
1016
+ 30 ~F / ;\par
1017
+ 50 ~G ;\par
1018
+ \par
1019
+ \f1 -\f0 142 ~V / <ne> \cf1 "QQ\f1 \f0 QQ" \cf2 <co> <fd 2> <o 113> / \f1 <ne> "O" <fd 10> / \f0 ~R ;\par
1020
+ 30 ~F / ;\par
1021
+ 50 ~G ;\par
1022
+ \par
1023
+ \f1 +\f0 143 ~V / <ne>\cf1 "OO\f1 \f0 OO" \cf2 <co> <fd 2> <o 112> / \f1 <ne> "Q" <fd 10> / \f0 ~R ;\par
1024
+ 30 ~F / ;\par
1025
+ 50 ~G ;\par
1026
+ \par
1027
+ \f1 -\f0 144 ~V / <ne> \cf1 "OO\f1 \f0 OO" \cf2 <co> <fd 2> <o 111> / \f1 <ne> "O" <fd 10> / \f0 ~R ;\par
1028
+ 30 ~F / ;\par
1029
+ 50 ~G ;\par
1030
+ \par
1031
+ \f1 +\f0 141 ~V / <ne> \cf1 "QQ\f1 \f0 QQ" \cf2 <co> <fd 2> <o 114> / \f1 <ne> "Q" <fd 10> / \f0 ~R ;\par
1032
+ 30 ~F / ;\par
1033
+ 50 ~G ;\par
1034
+ \par
1035
+ \f1 -\f0 142 ~V / <ne> \cf1 "QQ\f1 \f0 QQ" \cf2 <co> <fd 2> <o 113> / \f1 <ne> "O" <fd 10> / \f0 ~R ;\par
1036
+ 30 ~F / ;\par
1037
+ 50 ~G ;\par
1038
+ \par
1039
+ \f1 +\f0 143 ~V / <ne>\cf1 "OO\f1 \f0 OO" \cf2 <co> <fd 2> <o 112> / \f1 <ne> "Q" <fd 10> / \f0 ~R ;\par
1040
+ 30 ~F / ;\par
1041
+ 50 ~G ;\par
1042
+ \par
1043
+ \f1 -\f0 144 ~V / <ne> \cf1 "OO\f1 \f0 OO" \cf2 <co> <fd 2> <o 111> / \f1 <ne> "O" <fd 10> / \f0 ~R ;\par
1044
+ 30 ~F / ;\par
1045
+ 50 ~G ;\par
1046
+ \par
1047
+ \f1 +\f0 141 ~V / <ne> \cf1 "QQ\f1 \f0 QQ" \cf2 <co> <fd 2> <o 114> / \f1 <ne> "Q" <fd 10> / \f0 ~R ;\par
1048
+ 30 ~F / ;\par
1049
+ 50 ~G ;\par
1050
+ \par
1051
+ \f1 -\f0 142 ~V / <ne> \cf1 "QQ\f1 \f0 QQ" \cf2 <co> <fd 2> <o 113> / \f1 <ne> "O" <fd 10> / \f0 ~R ;\par
1052
+ 30 ~F / ;\par
1053
+ 50 ~G ;\par
1054
+ \par
1055
+ \f1 +\f0 143 ~V / <ne>\cf1 "OO\f1 \f0 OO" \cf2 <co> <fd 2> <o 112> / \f1 <ne> "Q" <fd 10> / \f0 ~R ;\par
1056
+ 30 ~F / ;\par
1057
+ 50 ~G ;\par
1058
+ \par
1059
+ \f1 -\f0 144 ~V / <ne> \cf1 "OO\f1 \f0 OO" \cf2 <co> <fd 2> <o 111> / \f1 <ne> "O" <fd 10> / \f0 ~R ;\par
1060
+ 30 ~F / ;\par
1061
+ 50 ~G ;\par
1062
+ \par
1063
+ \cf1\\\par
1064
+ \par
1065
+ $ \par
1066
+ 0 @-1 "During this set of trials press the Right Button" ,\par
1067
+ @0 "when a Q appears in the center of the letter-string." / <wav 2> "\f1 rq\f0 " \f1 <c>\f0 ;\par
1068
+ \par
1069
+ 0 @-1 "Or press the Left Button when an O",\par
1070
+ @0 "appears in the center of the letter-string." / <wav 2> "\f1 lo\f0 " \f1 <c>\f0 ;\par
1071
+ \par
1072
+ \f1 +997 <co> \cf2\f0 <zor>\cf1\f1 <timeout 600000>\f0 \f1 @-2 \f0 "Ok... remember Right Button for Q, Left Button for O"\f1 ,\f0\par
1073
+ \f1 \f0 @\f1 0\f0 "If you make a mistake you can correct yourself by",\par
1074
+ @\f1 1\f0 "pressing the correct button before your time runs out."\f1 ,\f0\par
1075
+ \f1 @2 \f0 "\f1 Press any button to\f0 begin the next set of trials\f1 .\f0 "\f1 ;\f0\par
1076
+ \par
1077
+ 1 <timeout 850> \cf2 <zor\f1 0\f0 >\cf1\f1 \f0 <fd 90> "" / ;\par
1078
+ $\par
1079
+ \par
1080
+ \cf9\f1 -\f0 145 ~V / <ne> \cf1 "QQ\f1 \f0 QQ" \cf9 <co> <fd 2> <o 110> / \f1 <ne> "Q" <fd 10> / \f0 ~R ;\par
1081
+ 30 ~F / ;\par
1082
+ 50 ~G ;\par
1083
+ \par
1084
+ \f1 +\f0 146 ~V / <ne> \cf1 "QQ\f1 \f0 QQ" \cf9 <co> <fd 2> <o 109> / \f1 <ne> "O" <fd 10> / \f0 ~R ;\par
1085
+ 30 ~F / ;\par
1086
+ 50 ~G ;\par
1087
+ \par
1088
+ \f1 -\f0 147 ~V / <ne> \cf1 "OO\f1 \f0 OO" \cf9 <co> <fd 2> <o 108> / \f1 <ne> "Q" <fd 10> / \f0 ~R ;\par
1089
+ 30 ~F / ;\par
1090
+ 50 ~G ;\par
1091
+ \par
1092
+ \f1 +\f0 148 ~V / <ne> \cf1 "OO\f1 \f0 OO" \cf9 <co> <fd 2> <o 107> / \f1 <ne> "O" <fd 10> / \f0 ~R ;\par
1093
+ 30 ~F / ;\par
1094
+ 50 ~G ;\par
1095
+ \par
1096
+ \f1 -\f0 145 ~V / <ne> \cf1 "QQ\f1 \f0 QQ" \cf9 <co> <fd 2> <o 110> / \f1 <ne> "Q" <fd 10> / \f0 ~R ;\par
1097
+ 30 ~F / ;\par
1098
+ 50 ~G ;\par
1099
+ \par
1100
+ \f1 +\f0 146 ~V / <ne> \cf1 "QQ\f1 \f0 QQ" \cf9 <co> <fd 2> <o 109> / \f1 <ne> "O" <fd 10> / \f0 ~R ;\par
1101
+ 30 ~F / ;\par
1102
+ 50 ~G ;\par
1103
+ \par
1104
+ \f1 -\f0 147 ~V / <ne> \cf1 "OO\f1 \f0 OO" \cf9 <co> <fd 2> <o 108> / \f1 <ne> "Q" <fd 10> / \f0 ~R ;\par
1105
+ 30 ~F / ;\par
1106
+ 50 ~G ;\par
1107
+ \par
1108
+ \f1 +\f0 148 ~V / <ne> \cf1 "OO\f1 \f0 OO" \cf9 <co> <fd 2> <o 107> / \f1 <ne> "O" <fd 10> / \f0 ~R ;\par
1109
+ 30 ~F / ;\par
1110
+ 50 ~G ;\par
1111
+ \par
1112
+ \f1 -\f0 145 ~V / <ne> \cf1 "QQ\f1 \f0 QQ" \cf9 <co> <fd 2> <o 110> / \f1 <ne> "Q" <fd 10> / \f0 ~R ;\par
1113
+ 30 ~F / ;\par
1114
+ 50 ~G ;\par
1115
+ \par
1116
+ \f1 +\f0 146 ~V / <ne> \cf1 "QQ\f1 \f0 QQ" \cf9 <co> <fd 2> <o 109> / \f1 <ne> "O" <fd 10> / \f0 ~R ;\par
1117
+ 30 ~F / ;\par
1118
+ 50 ~G ;\par
1119
+ \par
1120
+ \f1 -\f0 147 ~V / <ne> \cf1 "OO\f1 \f0 OO" \cf9 <co> <fd 2> <o 108> / \f1 <ne> "Q" <fd 10> / \f0 ~R ;\par
1121
+ 30 ~F / ;\par
1122
+ 50 ~G ;\par
1123
+ \par
1124
+ \f1 +\f0 148 ~V / <ne> \cf1 "OO\f1 \f0 OO" \cf9 <co> <fd 2> <o 107> / \f1 <ne> "O" <fd 10> / \f0 ~R ;\par
1125
+ 30 ~F / ;\par
1126
+ 50 ~G ;\par
1127
+ \par
1128
+ \f1 -\f0 145 ~V / <ne> \cf1 "QQ\f1 \f0 QQ" \cf9 <co> <fd 2> <o 110> / \f1 <ne> "Q" <fd 10> / \f0 ~R ;\par
1129
+ 30 ~F / ;\par
1130
+ 50 ~G ;\par
1131
+ \par
1132
+ \f1 +\f0 146 ~V / <ne> \cf1 "QQ\f1 \f0 QQ" \cf9 <co> <fd 2> <o 109> / \f1 <ne> "O" <fd 10> / \f0 ~R ;\par
1133
+ 30 ~F / ;\par
1134
+ 50 ~G ;\par
1135
+ \par
1136
+ \f1 -\f0 147 ~V / <ne> \cf1 "OO\f1 \f0 OO" \cf9 <co> <fd 2> <o 108> / \f1 <ne> "Q" <fd 10> / \f0 ~R ;\par
1137
+ 30 ~F / ;\par
1138
+ 50 ~G ;\par
1139
+ \par
1140
+ \f1 +\f0 148 ~V / <ne> \cf1 "OO\f1 \f0 OO" \cf9 <co> <fd 2> <o 107> / \f1 <ne> "O" <fd 10> / \f0 ~R ;\par
1141
+ 30 ~F / ;\par
1142
+ 50 ~G ;\par
1143
+ \par
1144
+ \f1 -\f0 145 ~V / <ne> \cf1 "QQ\f1 \f0 QQ" \cf9 <co> <fd 2> <o 110> / \f1 <ne> "Q" <fd 10> / \f0 ~R ;\par
1145
+ 30 ~F / ;\par
1146
+ 50 ~G ;\par
1147
+ \par
1148
+ \f1 +\f0 146 ~V / <ne> \cf1 "QQ\f1 \f0 QQ" \cf9 <co> <fd 2> <o 109> / \f1 <ne> "O" <fd 10> / \f0 ~R ;\par
1149
+ 30 ~F / ;\par
1150
+ 50 ~G ;\par
1151
+ \par
1152
+ \f1 -\f0 147 ~V / <ne> \cf1 "OO\f1 \f0 OO" \cf9 <co> <fd 2> <o 108> / \f1 <ne> "Q" <fd 10> / \f0 ~R ;\par
1153
+ 30 ~F / ;\par
1154
+ 50 ~G ;\par
1155
+ \par
1156
+ \f1 +\f0 148 ~V / <ne> \cf1 "OO\f1 \f0 OO" \cf9 <co> <fd 2> <o 107> / \f1 <ne> "O" <fd 10> / \f0 ~R ;\par
1157
+ 30 ~F / ;\par
1158
+ 50 ~G ;\par
1159
+ \par
1160
+ \f1 -\f0 145 ~V / <ne> \cf1 "QQ\f1 \f0 QQ" \cf9 <co> <fd 2> <o 110> / \f1 <ne> "Q" <fd 10> / \f0 ~R ;\par
1161
+ 30 ~F / ;\par
1162
+ 50 ~G ;\par
1163
+ \par
1164
+ \f1 +\f0 146 ~V / <ne> \cf1 "QQ\f1 \f0 QQ" \cf9 <co> <fd 2> <o 109> / \f1 <ne> "O" <fd 10> / \f0 ~R ;\par
1165
+ 30 ~F / ;\par
1166
+ 50 ~G ;\par
1167
+ \par
1168
+ \f1 -\f0 147 ~V / <ne> \cf1 "OO\f1 \f0 OO" \cf9 <co> <fd 2> <o 108> / \f1 <ne> "Q" <fd 10> / \f0 ~R ;\par
1169
+ 30 ~F / ;\par
1170
+ 50 ~G ;\par
1171
+ \par
1172
+ \f1 +\f0 148 ~V / <ne> \cf1 "OO\f1 \f0 OO" \cf9 <co> <fd 2> <o 107> / \f1 <ne> "O" <fd 10> / \f0 ~R ;\par
1173
+ 30 ~F / ;\par
1174
+ 50 ~G ;\par
1175
+ \par
1176
+ \f1 -\f0 145 ~V / <ne> \cf1 "QQ\f1 \f0 QQ" \cf9 <co> <fd 2> <o 110> / \f1 <ne> "Q" <fd 10> / \f0 ~R ;\par
1177
+ 30 ~F / ;\par
1178
+ 50 ~G ;\par
1179
+ \par
1180
+ \f1 +\f0 146 ~V / <ne> \cf1 "QQ\f1 \f0 QQ" \cf9 <co> <fd 2> <o 109> / \f1 <ne> "O" <fd 10> / \f0 ~R ;\par
1181
+ 30 ~F / ;\par
1182
+ 50 ~G ;\par
1183
+ \par
1184
+ \f1 -\f0 147 ~V / <ne> \cf1 "OO\f1 \f0 OO" \cf9 <co> <fd 2> <o 108> / \f1 <ne> "Q" <fd 10> / \f0 ~R ;\par
1185
+ 30 ~F / ;\par
1186
+ 50 ~G ;\par
1187
+ \par
1188
+ \f1 +\f0 148 ~V / <ne> \cf1 "OO\f1 \f0 OO" \cf9 <co> <fd 2> <o 107> / \f1 <ne> "O" <fd 10> / \f0 ~R ;\par
1189
+ 30 ~F / ;\par
1190
+ 50 ~G ;\par
1191
+ \par
1192
+ \f1 -\f0 145 ~V / <ne> \cf1 "QQ\f1 \f0 QQ" \cf9 <co> <fd 2> <o 110> / \f1 <ne> "Q" <fd 10> / \f0 ~R ;\par
1193
+ 30 ~F / ;\par
1194
+ 50 ~G ;\par
1195
+ \par
1196
+ \f1 +\f0 146 ~V / <ne> \cf1 "QQ\f1 \f0 QQ" \cf9 <co> <fd 2> <o 109> / \f1 <ne> "O" <fd 10> / \f0 ~R ;\par
1197
+ 30 ~F / ;\par
1198
+ 50 ~G ;\par
1199
+ \par
1200
+ \f1 -\f0 147 ~V / <ne> \cf1 "OO\f1 \f0 OO" \cf9 <co> <fd 2> <o 108> / \f1 <ne> "Q" <fd 10> / \f0 ~R ;\par
1201
+ 30 ~F / ;\par
1202
+ 50 ~G ;\par
1203
+ \par
1204
+ \f1 +\f0 148 ~V / <ne> \cf1 "OO\f1 \f0 OO" \cf9 <co> <fd 2> <o 107> / \f1 <ne> "O" <fd 10> / \f0 ~R ;\par
1205
+ 30 ~F / ;\par
1206
+ 50 ~G ;\par
1207
+ \par
1208
+ \f1 -\f0 145 ~V / <ne> \cf1 "QQ\f1 \f0 QQ" \cf9 <co> <fd 2> <o 110> / \f1 <ne> "Q" <fd 10> / \f0 ~R ;\par
1209
+ 30 ~F / ;\par
1210
+ 50 ~G ;\par
1211
+ \par
1212
+ \f1 +\f0 146 ~V / <ne> \cf1 "QQ\f1 \f0 QQ" \cf9 <co> <fd 2> <o 109> / \f1 <ne> "O" <fd 10> / \f0 ~R ;\par
1213
+ 30 ~F / ;\par
1214
+ 50 ~G ;\par
1215
+ \par
1216
+ \f1 -\f0 147 ~V / <ne> \cf1 "OO\f1 \f0 OO" \cf9 <co> <fd 2> <o 108> / \f1 <ne> "Q" <fd 10> / \f0 ~R ;\par
1217
+ 30 ~F / ;\par
1218
+ 50 ~G ;\par
1219
+ \par
1220
+ \f1 +\f0 148 ~V / <ne> \cf1 "OO\f1 \f0 OO" \cf9 <co> <fd 2> <o 107> / \f1 <ne> "O" <fd 10> / \f0 ~R ;\par
1221
+ 30 ~F / ;\par
1222
+ 50 ~G ;\par
1223
+ \par
1224
+ \f1 -\f0 145 ~V / <ne> \cf1 "QQ\f1 \f0 QQ" \cf9 <co> <fd 2> <o 110> / \f1 <ne> "Q" <fd 10> / \f0 ~R ;\par
1225
+ 30 ~F / ;\par
1226
+ 50 ~G ;\par
1227
+ \par
1228
+ \f1 +\f0 146 ~V / <ne> \cf1 "QQ\f1 \f0 QQ" \cf9 <co> <fd 2> <o 109> / \f1 <ne> "O" <fd 10> / \f0 ~R ;\par
1229
+ 30 ~F / ;\par
1230
+ 50 ~G ;\par
1231
+ \par
1232
+ \f1 -\f0 147 ~V / <ne> \cf1 "OO\f1 \f0 OO" \cf9 <co> <fd 2> <o 108> / \f1 <ne> "Q" <fd 10> / \f0 ~R ;\par
1233
+ 30 ~F / ;\par
1234
+ 50 ~G ;\par
1235
+ \par
1236
+ \f1 +\f0 148 ~V / <ne> \cf1 "OO\f1 \f0 OO" \cf9 <co> <fd 2> <o 107> / \f1 <ne> "O" <fd 10> / \f0 ~R ;\par
1237
+ 30 ~F / ;\par
1238
+ 50 ~G ;\par
1239
+ \cf1\par
1240
+ $60 <emit 2> <emit 3> <emit 4> ; $\par
1241
+ \par
1242
+ \\\par
1243
+ \par
1244
+ \pard\nowidctlpar\f1 $\par
1245
+ \f0 1 \f1 <o 234> \f0 <fd 3> "" / \f1 <o 255>\f0 ;\f1\par
1246
+ \par
1247
+ 0 @-2 "We will now take a 1 minute break to compute your accuracy.",\par
1248
+ @-1 "Please sit still and rest with your eyes closed.",\par
1249
+ @0 "Keep your feet on the floor,",\par
1250
+ @2 "and I will notify you when it is time to continue." \f0 / <wav 2> "\f1 1minutebreakclosed\f0 " \f1 <c>\f0 ;\f1\par
1251
+ \par
1252
+ \cf0 1 <o 233> <fd 3> / <o 255>;\par
1253
+ \par
1254
+ \cf1\f2\fs24 1<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1255
+ 2<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1256
+ 3<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1257
+ 4<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1258
+ 5<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1259
+ 6<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1260
+ 7<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1261
+ 8<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1262
+ 9<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1263
+ 10<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1264
+ 11<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1265
+ 12<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1266
+ 13<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1267
+ 14<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1268
+ 15<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1269
+ 16<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1270
+ 17<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1271
+ 18<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1272
+ 19<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1273
+ 20<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1274
+ 21<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1275
+ 22<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1276
+ 23<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1277
+ 24<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1278
+ 25<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1279
+ 26<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1280
+ 27<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1281
+ 28<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1282
+ 29<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1283
+ 30<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1284
+ 31<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1285
+ 32<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1286
+ 33<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1287
+ 34<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1288
+ 35<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1289
+ 36<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1290
+ 37<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1291
+ 38<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1292
+ 39<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1293
+ 40<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1294
+ 41<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1295
+ 42<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1296
+ 43<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1297
+ 44<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1298
+ 45<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1299
+ 46<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1300
+ 47<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1301
+ 48<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1302
+ 49<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1303
+ 50<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1304
+ 51<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1305
+ 52<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1306
+ 53<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1307
+ 54<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1308
+ 55<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1309
+ 56<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1310
+ 57<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1311
+ 58<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1312
+ 59<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1313
+ 60<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1314
+ 61<d 15> <o 250> <fd 15> / <o 255> <fd 15> / <o 250> <fd 15> / <o 255> <fd 15> ;\par
1315
+ \par
1316
+ \f1\fs20 0 <fd 60> "" / \f0 <wav 2> "\f1 Ding 1\f0 " \f1 <c>\f0 ;\cf0\f1\par
1317
+ \cf1\par
1318
+ \cf0 1 <o 233> <fd 3> / <o 255> ;\cf1\par
1319
+ \pard\f0\par
1320
+ 0 @-1 "During this set of trials press the Right Button" ,\par
1321
+ @0 "when a \f1 U\f0 appears in the center of the letter-string." / <wav 2> "\f1 ru\f0 " \f1 <c>\f0 ;\par
1322
+ \par
1323
+ 0 @-1 "Or press the Left Button when a \f1 V\f0 ",\par
1324
+ @0 "appears in the center of the letter-string." / <wav 2> "\f1 lv\f0 " \f1 <c>\f0 ;\par
1325
+ \par
1326
+ \f1 +997 <co>\cf2\f0 <zor>\cf1\f1 <timeout 600000>\f0 @-\f1 2\f0 "Ok... remember, Right Button for \f1 U\f0 , Left Button for \f1 V\f0 "\f1 ,\f0\par
1327
+ \f1 \f0 @\f1 0\f0 "If you make a mistake you can correct yourself by",\par
1328
+ @\f1 1\f0 "pressing the correct button before your time runs out."\f1 ,\f0\par
1329
+ \f1 @2 \f0 "\f1 Press any button to\f0 begin the next set of trials\f1 .\f0 "\f1 ;\f0\par
1330
+ \par
1331
+ 1 \f1 <o 232> \f0 <timeout 850> \cf2 <zor\f1 0\f0 >\cf1\f1 \f0 <fd 90> "" / \f1 <o 255>\f0 ;\par
1332
+ $\par
1333
+ \par
1334
+ \cf3\f1 +\f0 151 ~V / <ne> \cf1 "VV\f1 \f0 VV" \cf3 <co> <fd 2> <o 104> / \f1 <ne> "V" <fd 10> / \f0 ~R ;\par
1335
+ 30 ~F / ;\par
1336
+ 50 ~G ;\par
1337
+ \par
1338
+ \f1 -\f0 152 ~V / <ne> \cf1 "VV\f1 \f0 VV"\cf3 <co> <fd 2> <o 103> / \f1 <ne> "U" <fd 10> / \f0 ~R ;\par
1339
+ 30 ~F / ;\par
1340
+ 50 ~G ;\par
1341
+ \par
1342
+ \f1 +\f0 153 ~V / <ne> \cf1 "UU\f1 \f0 UU" \cf3 <co> <fd 2> <o 102> / \f1 <ne> "V" <fd 10> / \f0 ~R ;\par
1343
+ 30 ~F / ;\par
1344
+ 50 ~G ;\par
1345
+ \par
1346
+ \f1 -\f0 154 ~V / <ne> \cf1 "UU\f1 \f0 UU" \cf3 <co> <fd 2> <o 101> / \f1 <ne> "U" <fd 10> / \f0 ~R ;\par
1347
+ 30 ~F / ;\par
1348
+ 50 ~G ;\par
1349
+ \par
1350
+ \f1 +\f0 151 ~V / <ne> \cf1 "VV\f1 \f0 VV" \cf3 <co> <fd 2> <o 104> / \f1 <ne> "V" <fd 10> / \f0 ~R ;\par
1351
+ 30 ~F / ;\par
1352
+ 50 ~G ;\par
1353
+ \par
1354
+ \f1 -\f0 152 ~V / <ne> \cf1 "VV\f1 \f0 VV"\cf3 <co> <fd 2> <o 103> / \f1 <ne> "U" <fd 10> / \f0 ~R ;\par
1355
+ 30 ~F / ;\par
1356
+ 50 ~G ;\par
1357
+ \par
1358
+ \f1 +\f0 153 ~V / <ne> \cf1 "UU\f1 \f0 UU" \cf3 <co> <fd 2> <o 102> / \f1 <ne> "V" <fd 10> / \f0 ~R ;\par
1359
+ 30 ~F / ;\par
1360
+ 50 ~G ;\par
1361
+ \par
1362
+ \f1 -\f0 154 ~V / <ne> \cf1 "UU\f1 \f0 UU" \cf3 <co> <fd 2> <o 101> / \f1 <ne> "U" <fd 10> / \f0 ~R ;\par
1363
+ 30 ~F / ;\par
1364
+ 50 ~G ;\par
1365
+ \par
1366
+ \f1 +\f0 151 ~V / <ne> \cf1 "VV\f1 \f0 VV" \cf3 <co> <fd 2> <o 104> / \f1 <ne> "V" <fd 10> / \f0 ~R ;\par
1367
+ 30 ~F / ;\par
1368
+ 50 ~G ;\par
1369
+ \par
1370
+ \f1 -\f0 152 ~V / <ne> \cf1 "VV\f1 \f0 VV"\cf3 <co> <fd 2> <o 103> / \f1 <ne> "U" <fd 10> / \f0 ~R ;\par
1371
+ 30 ~F / ;\par
1372
+ 50 ~G ;\par
1373
+ \par
1374
+ \f1 +\f0 153 ~V / <ne> \cf1 "UU\f1 \f0 UU" \cf3 <co> <fd 2> <o 102> / \f1 <ne> "V" <fd 10> / \f0 ~R ;\par
1375
+ 30 ~F / ;\par
1376
+ 50 ~G ;\par
1377
+ \par
1378
+ \f1 -\f0 154 ~V / <ne> \cf1 "UU\f1 \f0 UU" \cf3 <co> <fd 2> <o 101> / \f1 <ne> "U" <fd 10> / \f0 ~R ;\par
1379
+ 30 ~F / ;\par
1380
+ 50 ~G ;\par
1381
+ \par
1382
+ \f1 +\f0 151 ~V / <ne> \cf1 "VV\f1 \f0 VV" \cf3 <co> <fd 2> <o 104> / \f1 <ne> "V" <fd 10> / \f0 ~R ;\par
1383
+ 30 ~F / ;\par
1384
+ 50 ~G ;\par
1385
+ \par
1386
+ \f1 -\f0 152 ~V / <ne> \cf1 "VV\f1 \f0 VV"\cf3 <co> <fd 2> <o 103> / \f1 <ne> "U" <fd 10> / \f0 ~R ;\par
1387
+ 30 ~F / ;\par
1388
+ 50 ~G ;\par
1389
+ \par
1390
+ \f1 +\f0 153 ~V / <ne> \cf1 "UU\f1 \f0 UU" \cf3 <co> <fd 2> <o 102> / \f1 <ne> "V" <fd 10> / \f0 ~R ;\par
1391
+ 30 ~F / ;\par
1392
+ 50 ~G ;\par
1393
+ \par
1394
+ \f1 -\f0 154 ~V / <ne> \cf1 "UU\f1 \f0 UU" \cf3 <co> <fd 2> <o 101> / \f1 <ne> "U" <fd 10> / \f0 ~R ;\par
1395
+ 30 ~F / ;\par
1396
+ 50 ~G ;\par
1397
+ \par
1398
+ \f1 +\f0 151 ~V / <ne> \cf1 "VV\f1 \f0 VV" \cf3 <co> <fd 2> <o 104> / \f1 <ne> "V" <fd 10> / \f0 ~R ;\par
1399
+ 30 ~F / ;\par
1400
+ 50 ~G ;\par
1401
+ \par
1402
+ \f1 -\f0 152 ~V / <ne> \cf1 "VV\f1 \f0 VV"\cf3 <co> <fd 2> <o 103> / \f1 <ne> "U" <fd 10> / \f0 ~R ;\par
1403
+ 30 ~F / ;\par
1404
+ 50 ~G ;\par
1405
+ \par
1406
+ \f1 +\f0 153 ~V / <ne> \cf1 "UU\f1 \f0 UU" \cf3 <co> <fd 2> <o 102> / \f1 <ne> "V" <fd 10> / \f0 ~R ;\par
1407
+ 30 ~F / ;\par
1408
+ 50 ~G ;\par
1409
+ \par
1410
+ \f1 -\f0 154 ~V / <ne> \cf1 "UU\f1 \f0 UU" \cf3 <co> <fd 2> <o 101> / \f1 <ne> "U" <fd 10> / \f0 ~R ;\par
1411
+ 30 ~F / ;\par
1412
+ 50 ~G ;\par
1413
+ \par
1414
+ \f1 +\f0 151 ~V / <ne> \cf1 "VV\f1 \f0 VV" \cf3 <co> <fd 2> <o 104> / \f1 <ne> "V" <fd 10> / \f0 ~R ;\par
1415
+ 30 ~F / ;\par
1416
+ 50 ~G ;\par
1417
+ \par
1418
+ \f1 -\f0 152 ~V / <ne> \cf1 "VV\f1 \f0 VV"\cf3 <co> <fd 2> <o 103> / \f1 <ne> "U" <fd 10> / \f0 ~R ;\par
1419
+ 30 ~F / ;\par
1420
+ 50 ~G ;\par
1421
+ \par
1422
+ \f1 +\f0 153 ~V / <ne> \cf1 "UU\f1 \f0 UU" \cf3 <co> <fd 2> <o 102> / \f1 <ne> "V" <fd 10> / \f0 ~R ;\par
1423
+ 30 ~F / ;\par
1424
+ 50 ~G ;\par
1425
+ \par
1426
+ \f1 -\f0 154 ~V / <ne> \cf1 "UU\f1 \f0 UU" \cf3 <co> <fd 2> <o 101> / \f1 <ne> "U" <fd 10> / \f0 ~R ;\par
1427
+ 30 ~F / ;\par
1428
+ 50 ~G ;\par
1429
+ \par
1430
+ \f1 +\f0 151 ~V / <ne> \cf1 "VV\f1 \f0 VV" \cf3 <co> <fd 2> <o 104> / \f1 <ne> "V" <fd 10> / \f0 ~R ;\par
1431
+ 30 ~F / ;\par
1432
+ 50 ~G ;\par
1433
+ \par
1434
+ \f1 -\f0 152 ~V / <ne> \cf1 "VV\f1 \f0 VV"\cf3 <co> <fd 2> <o 103> / \f1 <ne> "U" <fd 10> / \f0 ~R ;\par
1435
+ 30 ~F / ;\par
1436
+ 50 ~G ;\par
1437
+ \par
1438
+ \f1 +\f0 153 ~V / <ne> \cf1 "UU\f1 \f0 UU" \cf3 <co> <fd 2> <o 102> / \f1 <ne> "V" <fd 10> / \f0 ~R ;\par
1439
+ 30 ~F / ;\par
1440
+ 50 ~G ;\par
1441
+ \par
1442
+ \f1 -\f0 154 ~V / <ne> \cf1 "UU\f1 \f0 UU" \cf3 <co> <fd 2> <o 101> / \f1 <ne> "U" <fd 10> / \f0 ~R ;\par
1443
+ 30 ~F / ;\par
1444
+ 50 ~G ;\par
1445
+ \par
1446
+ \f1 +\f0 151 ~V / <ne> \cf1 "VV\f1 \f0 VV" \cf3 <co> <fd 2> <o 104> / \f1 <ne> "V" <fd 10> / \f0 ~R ;\par
1447
+ 30 ~F / ;\par
1448
+ 50 ~G ;\par
1449
+ \par
1450
+ \f1 -\f0 152 ~V / <ne> \cf1 "VV\f1 \f0 VV"\cf3 <co> <fd 2> <o 103> / \f1 <ne> "U" <fd 10> / \f0 ~R ;\par
1451
+ 30 ~F / ;\par
1452
+ 50 ~G ;\par
1453
+ \par
1454
+ \f1 +\f0 153 ~V / <ne> \cf1 "UU\f1 \f0 UU" \cf3 <co> <fd 2> <o 102> / \f1 <ne> "V" <fd 10> / \f0 ~R ;\par
1455
+ 30 ~F / ;\par
1456
+ 50 ~G ;\par
1457
+ \par
1458
+ \f1 -\f0 154 ~V / <ne> \cf1 "UU\f1 \f0 UU" \cf3 <co> <fd 2> <o 101> / \f1 <ne> "U" <fd 10> / \f0 ~R ;\par
1459
+ 30 ~F / ;\par
1460
+ 50 ~G ;\par
1461
+ \par
1462
+ \f1 +\f0 151 ~V / <ne> \cf1 "VV\f1 \f0 VV" \cf3 <co> <fd 2> <o 104> / \f1 <ne> "V" <fd 10> / \f0 ~R ;\par
1463
+ 30 ~F / ;\par
1464
+ 50 ~G ;\par
1465
+ \par
1466
+ \f1 -\f0 152 ~V / <ne> \cf1 "VV\f1 \f0 VV"\cf3 <co> <fd 2> <o 103> / \f1 <ne> "U" <fd 10> / \f0 ~R ;\par
1467
+ 30 ~F / ;\par
1468
+ 50 ~G ;\par
1469
+ \par
1470
+ \f1 +\f0 153 ~V / <ne> \cf1 "UU\f1 \f0 UU" \cf3 <co> <fd 2> <o 102> / \f1 <ne> "V" <fd 10> / \f0 ~R ;\par
1471
+ 30 ~F / ;\par
1472
+ 50 ~G ;\par
1473
+ \par
1474
+ \f1 -\f0 154 ~V / <ne> \cf1 "UU\f1 \f0 UU" \cf3 <co> <fd 2> <o 101> / \f1 <ne> "U" <fd 10> / \f0 ~R ;\par
1475
+ 30 ~F / ;\par
1476
+ 50 ~G ;\par
1477
+ \par
1478
+ \f1 +\f0 151 ~V / <ne> \cf1 "VV\f1 \f0 VV" \cf3 <co> <fd 2> <o 104> / \f1 <ne> "V" <fd 10> / \f0 ~R ;\par
1479
+ 30 ~F / ;\par
1480
+ 50 ~G ;\par
1481
+ \par
1482
+ \f1 -\f0 152 ~V / <ne> \cf1 "VV\f1 \f0 VV"\cf3 <co> <fd 2> <o 103> / \f1 <ne> "U" <fd 10> / \f0 ~R ;\par
1483
+ 30 ~F / ;\par
1484
+ 50 ~G ;\par
1485
+ \par
1486
+ \f1 +\f0 153 ~V / <ne> \cf1 "UU\f1 \f0 UU" \cf3 <co> <fd 2> <o 102> / \f1 <ne> "V" <fd 10> / \f0 ~R ;\par
1487
+ 30 ~F / ;\par
1488
+ 50 ~G ;\par
1489
+ \par
1490
+ \f1 -\f0 154 ~V / <ne> \cf1 "UU\f1 \f0 UU" \cf3 <co> <fd 2> <o 101> / \f1 <ne> "U" <fd 10> / \f0 ~R ;\par
1491
+ 30 ~F / ;\par
1492
+ 50 ~G ;\par
1493
+ \par
1494
+ \cf1\par
1495
+ \cf2\par
1496
+ \cf1\\\par
1497
+ \par
1498
+ $ \par
1499
+ 0 @-1 "During this set of trials press the Right Button" ,\par
1500
+ @0 "when a \f1 V\f0 appears in the center of the letter-string." / <wav 2> "\f1 rv\f0 " \f1 <c>\f0 ;\par
1501
+ \par
1502
+ 0 @-1 "Or press the Left Button when a \f1 U\f0 ",\par
1503
+ @0 "appears in the center of the letter-string." / <wav 2> "\f1 lu\f0 " \f1 <c>\f0 ;\par
1504
+ \par
1505
+ \f1 +997 <co>\cf2\f0 <zor>\cf1\f1 <timeout 600000> @-2 \f0 "Ok... remember Right Button for \f1 V\f0 , Left Button for \f1 U\f0 "\f1 ,\f0\par
1506
+ \f1 \f0 @\f1 0\f0 "If you make a mistake you can correct yourself by",\par
1507
+ @\f1 1\f0 "pressing the correct button before your time runs out."\f1 ,\f0\par
1508
+ \f1 @2 \f0 "\f1 Press any button to\f0 begin the next set of trials\f1 .\f0 "\f1 ;\par
1509
+ \f0\par
1510
+ 1 <timeout 850> \cf2 <zor\f1 0\f0 >\cf1\f1 \f0 <fd 90> "" / ;\par
1511
+ $\par
1512
+ \par
1513
+ \cf10\f1 -\f0 155 ~V / <ne> \cf1 "VV\f1 \f0 VV" \cf10 <co> <fd 2> <o 100> / \f1 <ne> "V" <fd 10> / \f0 ~R ;\par
1514
+ 30 ~F / ;\par
1515
+ 50 ~G ;\par
1516
+ \par
1517
+ \f1 +\f0 156 ~V / <ne> \cf1 "VV\f1 \f0 VV" \cf10 <co> <fd 2> <o 99> / \f1 <ne> "U" <fd 10> / \f0 ~R ;\par
1518
+ 30 ~F / ;\par
1519
+ 50 ~G ;\par
1520
+ \par
1521
+ \f1 -\f0 157 ~V / <ne> \cf1 "UU\f1 \f0 UU" \cf10 <co> <fd 2> <o 98> / \f1 <ne> "V" <fd 10> / \f0 ~R ;\par
1522
+ 30 ~F / ;\par
1523
+ 50 ~G ;\par
1524
+ \par
1525
+ \f1 +\f0 158 ~V / <ne> \cf1 "UU\f1 \f0 UU" \cf10 <co> <fd 2> <o 97> / \f1 <ne> "U" <fd 10> / \f0 ~R ;\par
1526
+ 30 ~F / ;\par
1527
+ 50 ~G ;\par
1528
+ \par
1529
+ \f1 -\f0 155 ~V / <ne> \cf1 "VV\f1 \f0 VV" \cf10 <co> <fd 2> <o 100> / \f1 <ne> "V" <fd 10> / \f0 ~R ;\par
1530
+ 30 ~F / ;\par
1531
+ 50 ~G ;\par
1532
+ \par
1533
+ \f1 +\f0 156 ~V / <ne> \cf1 "VV\f1 \f0 VV" \cf10 <co> <fd 2> <o 99> / \f1 <ne> "U" <fd 10> / \f0 ~R ;\par
1534
+ 30 ~F / ;\par
1535
+ 50 ~G ;\par
1536
+ \par
1537
+ \f1 -\f0 157 ~V / <ne> \cf1 "UU\f1 \f0 UU" \cf10 <co> <fd 2> <o 98> / \f1 <ne> "V" <fd 10> / \f0 ~R ;\par
1538
+ 30 ~F / ;\par
1539
+ 50 ~G ;\par
1540
+ \par
1541
+ \f1 +\f0 158 ~V / <ne> \cf1 "UU\f1 \f0 UU" \cf10 <co> <fd 2> <o 97> / \f1 <ne> "U" <fd 10> / \f0 ~R ;\par
1542
+ 30 ~F / ;\par
1543
+ 50 ~G ;\par
1544
+ \par
1545
+ \f1 -\f0 155 ~V / <ne> \cf1 "VV\f1 \f0 VV" \cf10 <co> <fd 2> <o 100> / \f1 <ne> "V" <fd 10> / \f0 ~R ;\par
1546
+ 30 ~F / ;\par
1547
+ 50 ~G ;\par
1548
+ \par
1549
+ \f1 +\f0 156 ~V / <ne> \cf1 "VV\f1 \f0 VV" \cf10 <co> <fd 2> <o 99> / \f1 <ne> "U" <fd 10> / \f0 ~R ;\par
1550
+ 30 ~F / ;\par
1551
+ 50 ~G ;\par
1552
+ \par
1553
+ \f1 -\f0 157 ~V / <ne> \cf1 "UU\f1 \f0 UU" \cf10 <co> <fd 2> <o 98> / \f1 <ne> "V" <fd 10> / \f0 ~R ;\par
1554
+ 30 ~F / ;\par
1555
+ 50 ~G ;\par
1556
+ \par
1557
+ \f1 +\f0 158 ~V / <ne> \cf1 "UU\f1 \f0 UU" \cf10 <co> <fd 2> <o 97> / \f1 <ne> "U" <fd 10> / \f0 ~R ;\par
1558
+ 30 ~F / ;\par
1559
+ 50 ~G ;\par
1560
+ \par
1561
+ \f1 -\f0 155 ~V / <ne> \cf1 "VV\f1 \f0 VV" \cf10 <co> <fd 2> <o 100> / \f1 <ne> "V" <fd 10> / \f0 ~R ;\par
1562
+ 30 ~F / ;\par
1563
+ 50 ~G ;\par
1564
+ \par
1565
+ \f1 +\f0 156 ~V / <ne> \cf1 "VV\f1 \f0 VV" \cf10 <co> <fd 2> <o 99> / \f1 <ne> "U" <fd 10> / \f0 ~R ;\par
1566
+ 30 ~F / ;\par
1567
+ 50 ~G ;\par
1568
+ \par
1569
+ \f1 -\f0 157 ~V / <ne> \cf1 "UU\f1 \f0 UU" \cf10 <co> <fd 2> <o 98> / \f1 <ne> "V" <fd 10> / \f0 ~R ;\par
1570
+ 30 ~F / ;\par
1571
+ 50 ~G ;\par
1572
+ \par
1573
+ \f1 +\f0 158 ~V / <ne> \cf1 "UU\f1 \f0 UU" \cf10 <co> <fd 2> <o 97> / \f1 <ne> "U" <fd 10> / \f0 ~R ;\par
1574
+ 30 ~F / ;\par
1575
+ 50 ~G ;\par
1576
+ \par
1577
+ \f1 -\f0 155 ~V / <ne> \cf1 "VV\f1 \f0 VV" \cf10 <co> <fd 2> <o 100> / \f1 <ne> "V" <fd 10> / \f0 ~R ;\par
1578
+ 30 ~F / ;\par
1579
+ 50 ~G ;\par
1580
+ \par
1581
+ \f1 +\f0 156 ~V / <ne> \cf1 "VV\f1 \f0 VV" \cf10 <co> <fd 2> <o 99> / \f1 <ne> "U" <fd 10> / \f0 ~R ;\par
1582
+ 30 ~F / ;\par
1583
+ 50 ~G ;\par
1584
+ \par
1585
+ \f1 -\f0 157 ~V / <ne> \cf1 "UU\f1 \f0 UU" \cf10 <co> <fd 2> <o 98> / \f1 <ne> "V" <fd 10> / \f0 ~R ;\par
1586
+ 30 ~F / ;\par
1587
+ 50 ~G ;\par
1588
+ \par
1589
+ \f1 +\f0 158 ~V / <ne> \cf1 "UU\f1 \f0 UU" \cf10 <co> <fd 2> <o 97> / \f1 <ne> "U" <fd 10> / \f0 ~R ;\par
1590
+ 30 ~F / ;\par
1591
+ 50 ~G ;\par
1592
+ \par
1593
+ \f1 -\f0 155 ~V / <ne> \cf1 "VV\f1 \f0 VV" \cf10 <co> <fd 2> <o 100> / \f1 <ne> "V" <fd 10> / \f0 ~R ;\par
1594
+ 30 ~F / ;\par
1595
+ 50 ~G ;\par
1596
+ \par
1597
+ \f1 +\f0 156 ~V / <ne> \cf1 "VV\f1 \f0 VV" \cf10 <co> <fd 2> <o 99> / \f1 <ne> "U" <fd 10> / \f0 ~R ;\par
1598
+ 30 ~F / ;\par
1599
+ 50 ~G ;\par
1600
+ \par
1601
+ \f1 -\f0 157 ~V / <ne> \cf1 "UU\f1 \f0 UU" \cf10 <co> <fd 2> <o 98> / \f1 <ne> "V" <fd 10> / \f0 ~R ;\par
1602
+ 30 ~F / ;\par
1603
+ 50 ~G ;\par
1604
+ \par
1605
+ \f1 +\f0 158 ~V / <ne> \cf1 "UU\f1 \f0 UU" \cf10 <co> <fd 2> <o 97> / \f1 <ne> "U" <fd 10> / \f0 ~R ;\par
1606
+ 30 ~F / ;\par
1607
+ 50 ~G ;\par
1608
+ \par
1609
+ \f1 -\f0 155 ~V / <ne> \cf1 "VV\f1 \f0 VV" \cf10 <co> <fd 2> <o 100> / \f1 <ne> "V" <fd 10> / \f0 ~R ;\par
1610
+ 30 ~F / ;\par
1611
+ 50 ~G ;\par
1612
+ \par
1613
+ \f1 +\f0 156 ~V / <ne> \cf1 "VV\f1 \f0 VV" \cf10 <co> <fd 2> <o 99> / \f1 <ne> "U" <fd 10> / \f0 ~R ;\par
1614
+ 30 ~F / ;\par
1615
+ 50 ~G ;\par
1616
+ \par
1617
+ \f1 -\f0 157 ~V / <ne> \cf1 "UU\f1 \f0 UU" \cf10 <co> <fd 2> <o 98> / \f1 <ne> "V" <fd 10> / \f0 ~R ;\par
1618
+ 30 ~F / ;\par
1619
+ 50 ~G ;\par
1620
+ \par
1621
+ \f1 +\f0 158 ~V / <ne> \cf1 "UU\f1 \f0 UU" \cf10 <co> <fd 2> <o 97> / \f1 <ne> "U" <fd 10> / \f0 ~R ;\par
1622
+ 30 ~F / ;\par
1623
+ 50 ~G ;\par
1624
+ \par
1625
+ \f1 -\f0 155 ~V / <ne> \cf1 "VV\f1 \f0 VV" \cf10 <co> <fd 2> <o 100> / \f1 <ne> "V" <fd 10> / \f0 ~R ;\par
1626
+ 30 ~F / ;\par
1627
+ 50 ~G ;\par
1628
+ \par
1629
+ \f1 +\f0 156 ~V / <ne> \cf1 "VV\f1 \f0 VV" \cf10 <co> <fd 2> <o 99> / \f1 <ne> "U" <fd 10> / \f0 ~R ;\par
1630
+ 30 ~F / ;\par
1631
+ 50 ~G ;\par
1632
+ \par
1633
+ \f1 -\f0 157 ~V / <ne> \cf1 "UU\f1 \f0 UU" \cf10 <co> <fd 2> <o 98> / \f1 <ne> "V" <fd 10> / \f0 ~R ;\par
1634
+ 30 ~F / ;\par
1635
+ 50 ~G ;\par
1636
+ \par
1637
+ \f1 +\f0 158 ~V / <ne> \cf1 "UU\f1 \f0 UU" \cf10 <co> <fd 2> <o 97> / \f1 <ne> "U" <fd 10> / \f0 ~R ;\par
1638
+ 30 ~F / ;\par
1639
+ 50 ~G ;\par
1640
+ \par
1641
+ \f1 -\f0 155 ~V / <ne> \cf1 "VV\f1 \f0 VV" \cf10 <co> <fd 2> <o 100> / \f1 <ne> "V" <fd 10> / \f0 ~R ;\par
1642
+ 30 ~F / ;\par
1643
+ 50 ~G ;\par
1644
+ \par
1645
+ \f1 +\f0 156 ~V / <ne> \cf1 "VV\f1 \f0 VV" \cf10 <co> <fd 2> <o 99> / \f1 <ne> "U" <fd 10> / \f0 ~R ;\par
1646
+ 30 ~F / ;\par
1647
+ 50 ~G ;\par
1648
+ \par
1649
+ \f1 -\f0 157 ~V / <ne> \cf1 "UU\f1 \f0 UU" \cf10 <co> <fd 2> <o 98> / \f1 <ne> "V" <fd 10> / \f0 ~R ;\par
1650
+ 30 ~F / ;\par
1651
+ 50 ~G ;\par
1652
+ \par
1653
+ \f1 +\f0 158 ~V / <ne> \cf1 "UU\f1 \f0 UU" \cf10 <co> <fd 2> <o 97> / \f1 <ne> "U" <fd 10> / \f0 ~R ;\par
1654
+ 30 ~F / ;\par
1655
+ 50 ~G ;\par
1656
+ \par
1657
+ \f1 -\f0 155 ~V / <ne> \cf1 "VV\f1 \f0 VV" \cf10 <co> <fd 2> <o 100> / \f1 <ne> "V" <fd 10> / \f0 ~R ;\par
1658
+ 30 ~F / ;\par
1659
+ 50 ~G ;\par
1660
+ \par
1661
+ \f1 +\f0 156 ~V / <ne> \cf1 "VV\f1 \f0 VV" \cf10 <co> <fd 2> <o 99> / \f1 <ne> "U" <fd 10> / \f0 ~R ;\par
1662
+ 30 ~F / ;\par
1663
+ 50 ~G ;\par
1664
+ \par
1665
+ \f1 -\f0 157 ~V / <ne> \cf1 "UU\f1 \f0 UU" \cf10 <co> <fd 2> <o 98> / \f1 <ne> "V" <fd 10> / \f0 ~R ;\par
1666
+ 30 ~F / ;\par
1667
+ 50 ~G ;\par
1668
+ \par
1669
+ \f1 +\f0 158 ~V / <ne> \cf1 "UU\f1 \f0 UU" \cf10 <co> <fd 2> <o 97> / \f1 <ne> "U" <fd 10> / \f0 ~R ;\par
1670
+ 30 ~F / ;\par
1671
+ 50 ~G ;\par
1672
+ \cf1\par
1673
+ $60 <emit 2> <emit 3> <emit 4> ; $\par
1674
+ \par
1675
+ \\\par
1676
+ $ \par
1677
+ 1 \f1 <o 232> \f0 <fd 3> / \f1 <o 255>\f0 ;\par
1678
+ \par
1679
+ 0 @-1 "During this set of trials press the Right Button" ,\par
1680
+ @0 "when an I appears in the center of the letter-string." / <wav 2> "\f1 ri\f0 " \f1 <c>\f0 ;\par
1681
+ \par
1682
+ 0 @-1 "Or press the Left Button when a T",\par
1683
+ @0 "appears in the center of the letter-string." / <wav 2> "\f1 lt\f0 " \f1 <c>\f0 ;\par
1684
+ \par
1685
+ \f1 +997 <co> \cf2\f0 <zor>\cf1\f1 <timeout 600000>\f0 @-\f1 2\f0 "Ok... remember, Right Button for I, Left Button for T\f1 ",\f0\par
1686
+ \f1 \f0 @\f1 0\f0 "If you make a mistake you can correct yourself by",\par
1687
+ @\f1 1\f0 "pressing the correct button before your time runs out."\f1 ,\f0\par
1688
+ \f1 @2 \f0 "\f1 Press any button to\f0 begin the next set of trials\f1 .\f0 "\f1 ;\f0\par
1689
+ \par
1690
+ 1 \f1 <o 231> \f0 <timeout 850> \cf2 <zor\f1 0\f0 >\cf1\f1 \f0 <fd 90> "" / \f1 <o 255>\f0 ;\par
1691
+ $\par
1692
+ \par
1693
+ \cf4\f1 +\f0 161 ~V / <ne> \cf1 "TT\f1 \f0 TT" \cf4 <co> <fd 2> <o 94> / \f1 <ne> "T" <fd 10> / \f0 ~R ;\par
1694
+ 30 ~F / ;\par
1695
+ 50 ~G ;\par
1696
+ \cf1\par
1697
+ \cf4\f1 -\f0 162 ~V / <ne> \cf1 "TT\f1 \f0 TT" \cf4 <co> <fd 2> <o 93> / \f1 <ne> "I" <fd 10> / \f0 ~R ;\cf1\par
1698
+ \cf4 30 ~F / ;\par
1699
+ 50 ~G ;\par
1700
+ \cf1\par
1701
+ \cf4\f1 +\f0 163 ~V / <ne> \cf1 "II\f1 \f0 II" \cf4 <co> <fd 2> <o 92> / \f1 <ne> "T" <fd 10> / \f0 ~R ;\par
1702
+ 30 ~F / ;\par
1703
+ 50 ~G ;\par
1704
+ \par
1705
+ \f1 -\f0 164 ~V / <ne> \cf1 "II\f1 \f0 II" \cf4 <co> <fd 2> <o 91> / \f1 <ne> "I" <fd 10> / \f0 ~R ;\par
1706
+ 30 ~F / ;\par
1707
+ 50 ~G ;\par
1708
+ \par
1709
+ \f1 +\f0 161 ~V / <ne> \cf1 "TT\f1 \f0 TT" \cf4 <co> <fd 2> <o 94> / \f1 <ne> "T" <fd 10> / \f0 ~R ;\par
1710
+ 30 ~F / ;\par
1711
+ 50 ~G ;\par
1712
+ \cf1\par
1713
+ \cf4\f1 -\f0 162 ~V / <ne> \cf1 "TT\f1 \f0 TT" \cf4 <co> <fd 2> <o 93> / \f1 <ne> "I" <fd 10> / \f0 ~R ;\cf1\par
1714
+ \cf4 30 ~F / ;\par
1715
+ 50 ~G ;\par
1716
+ \cf1\par
1717
+ \cf4\f1 +\f0 163 ~V / <ne> \cf1 "II\f1 \f0 II" \cf4 <co> <fd 2> <o 92> / \f1 <ne> "T" <fd 10> / \f0 ~R ;\par
1718
+ 30 ~F / ;\par
1719
+ 50 ~G ;\par
1720
+ \par
1721
+ \f1 -\f0 164 ~V / <ne> \cf1 "II\f1 \f0 II" \cf4 <co> <fd 2> <o 91> / \f1 <ne> "I" <fd 10> / \f0 ~R ;\par
1722
+ 30 ~F / ;\par
1723
+ 50 ~G ;\par
1724
+ \par
1725
+ \f1 +\f0 161 ~V / <ne> \cf1 "TT\f1 \f0 TT" \cf4 <co> <fd 2> <o 94> / \f1 <ne> "T" <fd 10> / \f0 ~R ;\par
1726
+ 30 ~F / ;\par
1727
+ 50 ~G ;\par
1728
+ \cf1\par
1729
+ \cf4\f1 -\f0 162 ~V / <ne> \cf1 "TT\f1 \f0 TT" \cf4 <co> <fd 2> <o 93> / \f1 <ne> "I" <fd 10> / \f0 ~R ;\cf1\par
1730
+ \cf4 30 ~F / ;\par
1731
+ 50 ~G ;\par
1732
+ \cf1\par
1733
+ \cf4\f1 +\f0 163 ~V / <ne> \cf1 "II\f1 \f0 II" \cf4 <co> <fd 2> <o 92> / \f1 <ne> "T" <fd 10> / \f0 ~R ;\par
1734
+ 30 ~F / ;\par
1735
+ 50 ~G ;\par
1736
+ \par
1737
+ \f1 -\f0 164 ~V / <ne> \cf1 "II\f1 \f0 II" \cf4 <co> <fd 2> <o 91> / \f1 <ne> "I" <fd 10> / \f0 ~R ;\par
1738
+ 30 ~F / ;\par
1739
+ 50 ~G ;\par
1740
+ \par
1741
+ \f1 +\f0 161 ~V / <ne> \cf1 "TT\f1 \f0 TT" \cf4 <co> <fd 2> <o 94> / \f1 <ne> "T" <fd 10> / \f0 ~R ;\par
1742
+ 30 ~F / ;\par
1743
+ 50 ~G ;\par
1744
+ \cf1\par
1745
+ \cf4\f1 -\f0 162 ~V / <ne> \cf1 "TT\f1 \f0 TT" \cf4 <co> <fd 2> <o 93> / \f1 <ne> "I" <fd 10> / \f0 ~R ;\cf1\par
1746
+ \cf4 30 ~F / ;\par
1747
+ 50 ~G ;\par
1748
+ \cf1\par
1749
+ \cf4\f1 +\f0 163 ~V / <ne> \cf1 "II\f1 \f0 II" \cf4 <co> <fd 2> <o 92> / \f1 <ne> "T" <fd 10> / \f0 ~R ;\par
1750
+ 30 ~F / ;\par
1751
+ 50 ~G ;\par
1752
+ \par
1753
+ \f1 -\f0 164 ~V / <ne> \cf1 "II\f1 \f0 II" \cf4 <co> <fd 2> <o 91> / \f1 <ne> "I" <fd 10> / \f0 ~R ;\par
1754
+ 30 ~F / ;\par
1755
+ 50 ~G ;\par
1756
+ \par
1757
+ \f1 +\f0 161 ~V / <ne> \cf1 "TT\f1 \f0 TT" \cf4 <co> <fd 2> <o 94> / \f1 <ne> "T" <fd 10> / \f0 ~R ;\par
1758
+ 30 ~F / ;\par
1759
+ 50 ~G ;\par
1760
+ \cf1\par
1761
+ \cf4\f1 -\f0 162 ~V / <ne> \cf1 "TT\f1 \f0 TT" \cf4 <co> <fd 2> <o 93> / \f1 <ne> "I" <fd 10> / \f0 ~R ;\cf1\par
1762
+ \cf4 30 ~F / ;\par
1763
+ 50 ~G ;\par
1764
+ \cf1\par
1765
+ \cf4\f1 +\f0 163 ~V / <ne> \cf1 "II\f1 \f0 II" \cf4 <co> <fd 2> <o 92> / \f1 <ne> "T" <fd 10> / \f0 ~R ;\par
1766
+ 30 ~F / ;\par
1767
+ 50 ~G ;\par
1768
+ \par
1769
+ \f1 -\f0 164 ~V / <ne> \cf1 "II\f1 \f0 II" \cf4 <co> <fd 2> <o 91> / \f1 <ne> "I" <fd 10> / \f0 ~R ;\par
1770
+ 30 ~F / ;\par
1771
+ 50 ~G ;\par
1772
+ \par
1773
+ \f1 +\f0 161 ~V / <ne> \cf1 "TT\f1 \f0 TT" \cf4 <co> <fd 2> <o 94> / \f1 <ne> "T" <fd 10> / \f0 ~R ;\par
1774
+ 30 ~F / ;\par
1775
+ 50 ~G ;\par
1776
+ \cf1\par
1777
+ \cf4\f1 -\f0 162 ~V / <ne> \cf1 "TT\f1 \f0 TT" \cf4 <co> <fd 2> <o 93> / \f1 <ne> "I" <fd 10> / \f0 ~R ;\cf1\par
1778
+ \cf4 30 ~F / ;\par
1779
+ 50 ~G ;\par
1780
+ \cf1\par
1781
+ \cf4\f1 +\f0 163 ~V / <ne> \cf1 "II\f1 \f0 II" \cf4 <co> <fd 2> <o 92> / \f1 <ne> "T" <fd 10> / \f0 ~R ;\par
1782
+ 30 ~F / ;\par
1783
+ 50 ~G ;\par
1784
+ \par
1785
+ \f1 -\f0 164 ~V / <ne> \cf1 "II\f1 \f0 II" \cf4 <co> <fd 2> <o 91> / \f1 <ne> "I" <fd 10> / \f0 ~R ;\par
1786
+ 30 ~F / ;\par
1787
+ 50 ~G ;\par
1788
+ \par
1789
+ \f1 +\f0 161 ~V / <ne> \cf1 "TT\f1 \f0 TT" \cf4 <co> <fd 2> <o 94> / \f1 <ne> "T" <fd 10> / \f0 ~R ;\par
1790
+ 30 ~F / ;\par
1791
+ 50 ~G ;\par
1792
+ \cf1\par
1793
+ \cf4\f1 -\f0 162 ~V / <ne> \cf1 "TT\f1 \f0 TT" \cf4 <co> <fd 2> <o 93> / \f1 <ne> "I" <fd 10> / \f0 ~R ;\cf1\par
1794
+ \cf4 30 ~F / ;\par
1795
+ 50 ~G ;\par
1796
+ \cf1\par
1797
+ \cf4\f1 +\f0 163 ~V / <ne> \cf1 "II\f1 \f0 II" \cf4 <co> <fd 2> <o 92> / \f1 <ne> "T" <fd 10> / \f0 ~R ;\par
1798
+ 30 ~F / ;\par
1799
+ 50 ~G ;\par
1800
+ \par
1801
+ \f1 -\f0 164 ~V / <ne> \cf1 "II\f1 \f0 II" \cf4 <co> <fd 2> <o 91> / \f1 <ne> "I" <fd 10> / \f0 ~R ;\par
1802
+ 30 ~F / ;\par
1803
+ 50 ~G ;\par
1804
+ \par
1805
+ \f1 +\f0 161 ~V / <ne> \cf1 "TT\f1 \f0 TT" \cf4 <co> <fd 2> <o 94> / \f1 <ne> "T" <fd 10> / \f0 ~R ;\par
1806
+ 30 ~F / ;\par
1807
+ 50 ~G ;\par
1808
+ \cf1\par
1809
+ \cf4\f1 -\f0 162 ~V / <ne> \cf1 "TT\f1 \f0 TT" \cf4 <co> <fd 2> <o 93> / \f1 <ne> "I" <fd 10> / \f0 ~R ;\cf1\par
1810
+ \cf4 30 ~F / ;\par
1811
+ 50 ~G ;\par
1812
+ \cf1\par
1813
+ \cf4\f1 +\f0 163 ~V / <ne> \cf1 "II\f1 \f0 II" \cf4 <co> <fd 2> <o 92> / \f1 <ne> "T" <fd 10> / \f0 ~R ;\par
1814
+ 30 ~F / ;\par
1815
+ 50 ~G ;\par
1816
+ \par
1817
+ \f1 -\f0 164 ~V / <ne> \cf1 "II\f1 \f0 II" \cf4 <co> <fd 2> <o 91> / \f1 <ne> "I" <fd 10> / \f0 ~R ;\par
1818
+ 30 ~F / ;\par
1819
+ 50 ~G ;\par
1820
+ \par
1821
+ \f1 +\f0 161 ~V / <ne> \cf1 "TT\f1 \f0 TT" \cf4 <co> <fd 2> <o 94> / \f1 <ne> "T" <fd 10> / \f0 ~R ;\par
1822
+ 30 ~F / ;\par
1823
+ 50 ~G ;\par
1824
+ \cf1\par
1825
+ \cf4\f1 -\f0 162 ~V / <ne> \cf1 "TT\f1 \f0 TT" \cf4 <co> <fd 2> <o 93> / \f1 <ne> "I" <fd 10> / \f0 ~R ;\cf1\par
1826
+ \cf4 30 ~F / ;\par
1827
+ 50 ~G ;\par
1828
+ \cf1\par
1829
+ \cf4\f1 +\f0 163 ~V / <ne> \cf1 "II\f1 \f0 II" \cf4 <co> <fd 2> <o 92> / \f1 <ne> "T" <fd 10> / \f0 ~R ;\par
1830
+ 30 ~F / ;\par
1831
+ 50 ~G ;\par
1832
+ \par
1833
+ \f1 -\f0 164 ~V / <ne> \cf1 "II\f1 \f0 II" \cf4 <co> <fd 2> <o 91> / \f1 <ne> "I" <fd 10> / \f0 ~R ;\par
1834
+ 30 ~F / ;\par
1835
+ 50 ~G ;\par
1836
+ \par
1837
+ \f1 +\f0 161 ~V / <ne> \cf1 "TT\f1 \f0 TT" \cf4 <co> <fd 2> <o 94> / \f1 <ne> "T" <fd 10> / \f0 ~R ;\par
1838
+ 30 ~F / ;\par
1839
+ 50 ~G ;\par
1840
+ \cf1\par
1841
+ \cf4\f1 -\f0 162 ~V / <ne> \cf1 "TT\f1 \f0 TT" \cf4 <co> <fd 2> <o 93> / \f1 <ne> "I" <fd 10> / \f0 ~R ;\cf1\par
1842
+ \cf4 30 ~F / ;\par
1843
+ 50 ~G ;\par
1844
+ \cf1\par
1845
+ \cf4\f1 +\f0 163 ~V / <ne> \cf1 "II\f1 \f0 II" \cf4 <co> <fd 2> <o 92> / \f1 <ne> "T" <fd 10> / \f0 ~R ;\par
1846
+ 30 ~F / ;\par
1847
+ 50 ~G ;\par
1848
+ \par
1849
+ \f1 -\f0 164 ~V / <ne> \cf1 "II\f1 \f0 II" \cf4 <co> <fd 2> <o 91> / \f1 <ne> "I" <fd 10> / \f0 ~R ;\par
1850
+ 30 ~F / ;\par
1851
+ 50 ~G ;\par
1852
+ \cf1\par
1853
+ \\\par
1854
+ $\par
1855
+ 0 @-1 "During this set of trials press the Right Button" ,\par
1856
+ @0 "when a T appears in the center of the letter-string." / <wav 2> "\f1 rt\f0 " \f1 <c>\f0 ;\par
1857
+ \par
1858
+ 0 @-1 "Or press the Left Button when an I",\par
1859
+ @0 "appears in the center of the letter-string." / <wav 2> "\f1 li\f0 " \f1 <c>\f0 ;\par
1860
+ \par
1861
+ \f1 +997 <co> \cf2\f0 <zor>\cf1\f1 <timeout 600000>\f0 \f1 @-2 \f0 "Ok... remember Right Button for T, Left Button for I"\f1 ,\f0\par
1862
+ \f1 \f0 @\f1 0\f0 "If you make a mistake you can correct yourself by",\par
1863
+ @\f1 1\f0 "pressing the correct button before your time runs out."\f1 ,\f0\par
1864
+ \f1 @2 \f0 "\f1 Press any button to\f0 begin the next set of trials\f1 .\f0 "\f1 ;\f0\par
1865
+ \par
1866
+ \cf0\f1 1 <o 230> <timeout 850> \cf2\f0 <zor\f1 0\f0 >\cf1\f1 \cf0 <fd 90> "" / <o 255>\cf1\f0 ;\par
1867
+ $\par
1868
+ \cf5\par
1869
+ \cf6\f1 -\f0 165 ~V / <ne> \cf1 "TT\f1 \f0 TT" \cf6 <co> <fd 2> <o 90> / \f1 <ne> "T" <fd 10> / \f0 ~R ;\par
1870
+ 30 ~F / ;\par
1871
+ 50 ~G ;\par
1872
+ \par
1873
+ \f1 +\f0 166 ~V / <ne> \cf1 "TT\f1 \f0 TT" \cf6 <co> <fd 2> <o 89> / \f1 <ne> "I" <fd 10> / \f0 ~R ;\par
1874
+ 30 ~F / ;\par
1875
+ 50 ~G;\par
1876
+ \par
1877
+ \f1 -\f0 167 ~V / <ne> \cf1 "II\f1 \f0 II" \cf6 <co> <fd 2> <o 88> / \f1 <ne> "T" <fd 10> / \f0 ~R ;\par
1878
+ 30 ~F / ;\par
1879
+ 50 ~G ;\par
1880
+ \par
1881
+ \f1 +\f0 168 ~V / <ne> \cf1 "II\f1 \f0 II" \cf6 <co> <fd 2> <o 87> / \f1 <ne> "I" <fd 10> / \f0 ~R ;\par
1882
+ 30 ~F / ;\par
1883
+ 50 ~G ;\par
1884
+ \cf5\par
1885
+ \cf6\f1 -\f0 165 ~V / <ne> \cf1 "TT\f1 \f0 TT" \cf6 <co> <fd 2> <o 90> / \f1 <ne> "T" <fd 10> / \f0 ~R ;\par
1886
+ 30 ~F / ;\par
1887
+ 50 ~G ;\par
1888
+ \par
1889
+ \f1 +\f0 166 ~V / <ne> \cf1 "TT\f1 \f0 TT" \cf6 <co> <fd 2> <o 89> / \f1 <ne> "I" <fd 10> / \f0 ~R ;\par
1890
+ 30 ~F / ;\par
1891
+ 50 ~G;\par
1892
+ \par
1893
+ \f1 -\f0 167 ~V / <ne> \cf1 "II\f1 \f0 II" \cf6 <co> <fd 2> <o 88> / \f1 <ne> "T" <fd 10> / \f0 ~R ;\par
1894
+ 30 ~F / ;\par
1895
+ 50 ~G ;\par
1896
+ \par
1897
+ \f1 +\f0 168 ~V / <ne> \cf1 "II\f1 \f0 II" \cf6 <co> <fd 2> <o 87> / \f1 <ne> "I" <fd 10> / \f0 ~R ;\par
1898
+ 30 ~F / ;\par
1899
+ 50 ~G ;\par
1900
+ \par
1901
+ \f1 -\f0 165 ~V / <ne> \cf1 "TT\f1 \f0 TT" \cf6 <co> <fd 2> <o 90> / \f1 <ne> "T" <fd 10> / \f0 ~R ;\par
1902
+ 30 ~F / ;\par
1903
+ 50 ~G ;\par
1904
+ \par
1905
+ \f1 +\f0 166 ~V / <ne> \cf1 "TT\f1 \f0 TT" \cf6 <co> <fd 2> <o 89> / \f1 <ne> "I" <fd 10> / \f0 ~R ;\par
1906
+ 30 ~F / ;\par
1907
+ 50 ~G;\par
1908
+ \par
1909
+ \f1 -\f0 167 ~V / <ne> \cf1 "II\f1 \f0 II" \cf6 <co> <fd 2> <o 88> / \f1 <ne> "T" <fd 10> / \f0 ~R ;\par
1910
+ 30 ~F / ;\par
1911
+ 50 ~G ;\par
1912
+ \par
1913
+ \f1 +\f0 168 ~V / <ne> \cf1 "II\f1 \f0 II" \cf6 <co> <fd 2> <o 87> / \f1 <ne> "I" <fd 10> / \f0 ~R ;\par
1914
+ 30 ~F / ;\par
1915
+ 50 ~G ;\par
1916
+ \par
1917
+ \f1 -\f0 165 ~V / <ne> \cf1 "TT\f1 \f0 TT" \cf6 <co> <fd 2> <o 90> / \f1 <ne> "T" <fd 10> / \f0 ~R ;\par
1918
+ 30 ~F / ;\par
1919
+ 50 ~G ;\par
1920
+ \par
1921
+ \f1 +\f0 166 ~V / <ne> \cf1 "TT\f1 \f0 TT" \cf6 <co> <fd 2> <o 89> / \f1 <ne> "I" <fd 10> / \f0 ~R ;\par
1922
+ 30 ~F / ;\par
1923
+ 50 ~G;\par
1924
+ \par
1925
+ \f1 -\f0 167 ~V / <ne> \cf1 "II\f1 \f0 II" \cf6 <co> <fd 2> <o 88> / \f1 <ne> "T" <fd 10> / \f0 ~R ;\par
1926
+ 30 ~F / ;\par
1927
+ 50 ~G ;\par
1928
+ \par
1929
+ \f1 +\f0 168 ~V / <ne> \cf1 "II\f1 \f0 II" \cf6 <co> <fd 2> <o 87> / \f1 <ne> "I" <fd 10> / \f0 ~R ;\par
1930
+ 30 ~F / ;\par
1931
+ 50 ~G ;\par
1932
+ \par
1933
+ \f1 -\f0 165 ~V / <ne> \cf1 "TT\f1 \f0 TT" \cf6 <co> <fd 2> <o 90> / \f1 <ne> "T" <fd 10> / \f0 ~R ;\par
1934
+ 30 ~F / ;\par
1935
+ 50 ~G ;\par
1936
+ \par
1937
+ \f1 +\f0 166 ~V / <ne> \cf1 "TT\f1 \f0 TT" \cf6 <co> <fd 2> <o 89> / \f1 <ne> "I" <fd 10> / \f0 ~R ;\par
1938
+ 30 ~F / ;\par
1939
+ 50 ~G;\par
1940
+ \par
1941
+ \f1 -\f0 167 ~V / <ne> \cf1 "II\f1 \f0 II" \cf6 <co> <fd 2> <o 88> / \f1 <ne> "T" <fd 10> / \f0 ~R ;\par
1942
+ 30 ~F / ;\par
1943
+ 50 ~G ;\par
1944
+ \par
1945
+ \f1 +\f0 168 ~V / <ne> \cf1 "II\f1 \f0 II" \cf6 <co> <fd 2> <o 87> / \f1 <ne> "I" <fd 10> / \f0 ~R ;\par
1946
+ 30 ~F / ;\par
1947
+ 50 ~G ;\par
1948
+ \par
1949
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1950
+ 30 ~F / ;\par
1951
+ 50 ~G ;\par
1952
+ \par
1953
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1954
+ 30 ~F / ;\par
1955
+ 50 ~G;\par
1956
+ \par
1957
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1958
+ 30 ~F / ;\par
1959
+ 50 ~G ;\par
1960
+ \par
1961
+ \f1 +\f0 168 ~V / <ne> \cf1 "II\f1 \f0 II" \cf6 <co> <fd 2> <o 87> / \f1 <ne> "I" <fd 10> / \f0 ~R ;\par
1962
+ 30 ~F / ;\par
1963
+ 50 ~G ;\par
1964
+ \par
1965
+ \f1 -\f0 165 ~V / <ne> \cf1 "TT\f1 \f0 TT" \cf6 <co> <fd 2> <o 90> / \f1 <ne> "T" <fd 10> / \f0 ~R ;\par
1966
+ 30 ~F / ;\par
1967
+ 50 ~G ;\par
1968
+ \par
1969
+ \f1 +\f0 166 ~V / <ne> \cf1 "TT\f1 \f0 TT" \cf6 <co> <fd 2> <o 89> / \f1 <ne> "I" <fd 10> / \f0 ~R ;\par
1970
+ 30 ~F / ;\par
1971
+ 50 ~G;\par
1972
+ \par
1973
+ \f1 -\f0 167 ~V / <ne> \cf1 "II\f1 \f0 II" \cf6 <co> <fd 2> <o 88> / \f1 <ne> "T" <fd 10> / \f0 ~R ;\par
1974
+ 30 ~F / ;\par
1975
+ 50 ~G ;\par
1976
+ \par
1977
+ \f1 +\f0 168 ~V / <ne> \cf1 "II\f1 \f0 II" \cf6 <co> <fd 2> <o 87> / \f1 <ne> "I" <fd 10> / \f0 ~R ;\par
1978
+ 30 ~F / ;\par
1979
+ 50 ~G ;\par
1980
+ \par
1981
+ \f1 -\f0 165 ~V / <ne> \cf1 "TT\f1 \f0 TT" \cf6 <co> <fd 2> <o 90> / \f1 <ne> "T" <fd 10> / \f0 ~R ;\par
1982
+ 30 ~F / ;\par
1983
+ 50 ~G ;\par
1984
+ \par
1985
+ \f1 +\f0 166 ~V / <ne> \cf1 "TT\f1 \f0 TT" \cf6 <co> <fd 2> <o 89> / \f1 <ne> "I" <fd 10> / \f0 ~R ;\par
1986
+ 30 ~F / ;\par
1987
+ 50 ~G;\par
1988
+ \par
1989
+ \f1 -\f0 167 ~V / <ne> \cf1 "II\f1 \f0 II" \cf6 <co> <fd 2> <o 88> / \f1 <ne> "T" <fd 10> / \f0 ~R ;\par
1990
+ 30 ~F / ;\par
1991
+ 50 ~G ;\par
1992
+ \par
1993
+ \f1 +\f0 168 ~V / <ne> \cf1 "II\f1 \f0 II" \cf6 <co> <fd 2> <o 87> / \f1 <ne> "I" <fd 10> / \f0 ~R ;\par
1994
+ 30 ~F / ;\par
1995
+ 50 ~G ;\par
1996
+ \par
1997
+ \f1 -\f0 165 ~V / <ne> \cf1 "TT\f1 \f0 TT" \cf6 <co> <fd 2> <o 90> / \f1 <ne> "T" <fd 10> / \f0 ~R ;\par
1998
+ 30 ~F / ;\par
1999
+ 50 ~G ;\par
2000
+ \par
2001
+ \f1 +\f0 166 ~V / <ne> \cf1 "TT\f1 \f0 TT" \cf6 <co> <fd 2> <o 89> / \f1 <ne> "I" <fd 10> / \f0 ~R ;\par
2002
+ 30 ~F / ;\par
2003
+ 50 ~G;\par
2004
+ \par
2005
+ \f1 -\f0 167 ~V / <ne> \cf1 "II\f1 \f0 II" \cf6 <co> <fd 2> <o 88> / \f1 <ne> "T" <fd 10> / \f0 ~R ;\par
2006
+ 30 ~F / ;\par
2007
+ 50 ~G ;\par
2008
+ \par
2009
+ \f1 +\f0 168 ~V / <ne> \cf1 "II\f1 \f0 II" \cf6 <co> <fd 2> <o 87> / \f1 <ne> "I" <fd 10> / \f0 ~R ;\par
2010
+ 30 ~F / ;\par
2011
+ 50 ~G ;\par
2012
+ \par
2013
+ \f1 -\f0 165 ~V / <ne> \cf1 "TT\f1 \f0 TT" \cf6 <co> <fd 2> <o 90> / \f1 <ne> "T" <fd 10> / \f0 ~R ;\par
2014
+ 30 ~F / ;\par
2015
+ 50 ~G ;\par
2016
+ \par
2017
+ \f1 +\f0 166 ~V / <ne> \cf1 "TT\f1 \f0 TT" \cf6 <co> <fd 2> <o 89> / \f1 <ne> "I" <fd 10> / \f0 ~R ;\par
2018
+ 30 ~F / ;\par
2019
+ 50 ~G;\par
2020
+ \par
2021
+ \f1 -\f0 167 ~V / <ne> \cf1 "II\f1 \f0 II" \cf6 <co> <fd 2> <o 88> / \f1 <ne> "T" <fd 10> / \f0 ~R ;\par
2022
+ 30 ~F / ;\par
2023
+ 50 ~G ;\par
2024
+ \par
2025
+ \f1 +\f0 168 ~V / <ne> \cf1 "II\f1 \f0 II" \cf6 <co> <fd 2> <o 87> / \f1 <ne> "I" <fd 10> / \f0 ~R ;\par
2026
+ 30 ~F / ;\par
2027
+ 50 ~G ;\cf5\par
2028
+ \cf1\par
2029
+ $60 <emit 2> <emit 3> <emit 4>;\par
2030
+ \par
2031
+ \cf0\f1 1 <o 231> <fd 90> "" / <o 255>\cf1\f0 ;\f1 \f0 $\par
2032
+ \f1 0 <fd 2> "" / \f0 <wav 2> "\f1 Ding 2\f0 " \f1 <c>\f0 ;\par
2033
+ $1 "\f1 The letter task is completed. Please wait for futher instructions.\f0 " <emit 2> <emit 3> <emit 4>; $\par
2034
+ \f3\par
2035
+ \f4\par
2036
+ \cf0\f5\par
2037
+ \par
2038
+ \par
2039
+ }
2040
+
Info.xlsx ADDED
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LICENSE.txt ADDED
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1
+ Public Domain Dedication and License (PDDL)
2
+
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+
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+ Preamble
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+
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+
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+ The Open Data Commons – Public Domain Dedication and Licence is a document intended to allow you to freely share, modify, and use this work for any purpose and without any restrictions. This licence is intended for use on databases or their contents (“data”), either together or individually.
8
+
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+
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+ Many databases are covered by copyright. Some jurisdictions, mainly in Europe, have specific special rights that cover databases called the “sui generis” database right. Both of these sets of rights, as well as other legal rights used to protect databases and data, can create uncertainty or practical difficulty for those wishing to share databases and their underlying data but retain a limited amount of rights under a “some rights reserved” approach to licensing as outlined in the Science Commons Protocol for Implementing Open Access Data. As a result, this waiver and licence tries to the fullest extent possible to eliminate or fully license any rights that cover this database and data. Any Community Norms or similar statements of use of the database or data do not form a part of this document, and do not act as a contract for access or other terms of use for the database or data.
11
+
12
+
13
+ The position of the recipient of the work
14
+
15
+
16
+ Because this document places the database and its contents in or as close as possible within the public domain, there are no restrictions or requirements placed on the recipient by this document. Recipients may use this work commercially, use technical protection measures, combine this data or database with other databases or data, and share their changes and additions or keep them secret. It is not a requirement that recipients provide further users with a copy of this licence or attribute the original creator of the data or database as a source. The goal is to eliminate restrictions held by the original creator of the data and database on the use of it by others.
17
+
18
+
19
+ The position of the dedicator of the work
20
+
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+
22
+ Copyright law, as with most other law under the banner of “intellectual property”, is inherently national law. This means that there exists several differences in how copyright and other IP rights can be relinquished, waived or licensed in the many legal jurisdictions of the world. This is despite much harmonisation of minimum levels of protection. The internet and other communication technologies span these many disparate legal jurisdictions and thus pose special difficulties for a document relinquishing and waiving intellectual property rights, including copyright and database rights, for use by the global community. Because of this feature of intellectual property law, this document first relinquishes the rights and waives the relevant rights and claims. It then goes on to license these same rights for jurisdictions or areas of law that may make it difficult to relinquish or waive rights or claims.
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+
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+ The purpose of this document is to enable rightsholders to place their work into the public domain. Unlike licences for free and open source software, free cultural works, or open content licences, rightsholders will not be able to “dual license” their work by releasing the same work under different licences. This is because they have allowed anyone to use the work in whatever way they choose. Rightsholders therefore can’t re-license it under copyright or database rights on different terms because they have nothing left to license. Doing so creates truly accessible data to build rich applications and advance the progress of science and the arts.
26
+
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+
28
+ This document can cover either or both of the database and its contents (the data). Because databases can have a wide variety of content – not just factual data – rightsholders should use the Open Data Commons – Public Domain Dedication & Licence for an entire database and its contents only if everything can be placed under the terms of this document. Because even factual data can sometimes have intellectual property rights, rightsholders should use this licence to cover both the database and its factual data when making material available under this document; even if it is likely that the data would not be covered by copyright or database rights.
29
+
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+
31
+ Rightsholders can also use this document to cover any copyright or database rights claims over only a database, and leave the contents to be covered by other licences or documents. They can do this because this document refers to the “Work”, which can be either – or both – the database and its contents. As a result, rightsholders need to clearly state what they are dedicating under this document when they dedicate it.
32
+
33
+
34
+ Just like any licence or other document dealing with intellectual property, rightsholders should be aware that one can only license what one owns. Please ensure that the rights have been cleared to make this material available under this document.
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36
+
37
+ This document permanently and irrevocably makes the Work available to the public for any use of any kind, and it should not be used unless the rightsholder is prepared for this to happen.
38
+
39
+
40
+ Part I: Introduction
41
+
42
+
43
+ The Rightsholder (the Person holding rights or claims over the Work) agrees as follows:
44
+
45
+
46
+ 1.0 Definitions of Capitalised Words
47
+
48
+
49
+ “Copyright” – Includes rights under copyright and under neighbouring rights and similarly related sets of rights under the law of the relevant jurisdiction under Section 6.4.
50
+
51
+
52
+ “Data” – The contents of the Database, which includes the information, independent works, or other material collected into the Database offered under the terms of this Document.
53
+
54
+
55
+ “Database” – A collection of Data arranged in a systematic or methodical way and individually accessible by electronic or other means offered under the terms of this Document.
56
+
57
+
58
+ “Database Right” – Means rights over Data resulting from the Chapter III (“sui generis”) rights in the Database Directive (Directive 96/9/EC of the European Parliament and of the Council of 11 March 1996 on the legal protection of databases) and any future updates as well as any similar rights available in the relevant jurisdiction under Section 6.4.
59
+
60
+
61
+ “Document” – means this relinquishment and waiver of rights and claims and back up licence agreement.
62
+
63
+
64
+ “Person” – Means a natural or legal person or a body of persons corporate or incorporate.
65
+
66
+
67
+ “Use” – As a verb, means doing any act that is restricted by Copyright or Database Rights whether in the original medium or any other; and includes modifying the Work as may be technically necessary to use it in a different mode or format. This includes the right to sublicense the Work.
68
+
69
+
70
+ “Work” – Means either or both of the Database and Data offered under the terms of this Document.
71
+
72
+
73
+ “You” – the Person acquiring rights under the licence elements of this Document.
74
+
75
+
76
+ Words in the singular include the plural and vice versa.
77
+
78
+
79
+ 2.0 What this document covers
80
+
81
+
82
+ 2.1. Legal effect of this Document. This Document is:
83
+
84
+
85
+ a. A dedication to the public domain and waiver of Copyright and Database Rights over the Work; and
86
+
87
+
88
+ b. A licence of Copyright and Database Rights over the Work in jurisdictions that do not allow for relinquishment or waiver.
89
+
90
+
91
+ 2.2. Legal rights covered.
92
+
93
+
94
+ a. Copyright. Any copyright or neighbouring rights in the Work. Copyright law varies between jurisdictions, but is likely to cover: the Database model or schema, which is the structure, arrangement, and organisation of the Database, and can also include the Database tables and table indexes; the data entry and output sheets; and the Field names of Data stored in the Database. Copyright may also cover the Data depending on the jurisdiction and type of Data; and
95
+
96
+
97
+ b. Database Rights. Database Rights only extend to the extraction and re-utilisation of the whole or a substantial part of the Data. Database Rights can apply even when there is no copyright over the Database. Database Rights can also apply when the Data is removed from the Database and is selected and arranged in a way that would not infringe any applicable copyright.
98
+
99
+
100
+ 2.2 Rights not covered.
101
+
102
+
103
+ a. This Document does not apply to computer programs used in the making or operation of the Database;
104
+
105
+
106
+ b. This Document does not cover any patents over the Data or the Database. Please see Section 4.2 later in this Document for further details; and
107
+
108
+
109
+ c. This Document does not cover any trade marks associated with the Database. Please see Section 4.3 later in this Document for further details.
110
+
111
+
112
+ Users of this Database are cautioned that they may have to clear other rights or consult other licences.
113
+
114
+
115
+ 2.3 Facts are free. The Rightsholder takes the position that factual information is not covered by Copyright. This Document however covers the Work in jurisdictions that may protect the factual information in the Work by Copyright, and to cover any information protected by Copyright that is contained in the Work.
116
+
117
+
118
+ Part II: Dedication to the public domain
119
+
120
+
121
+ 3.0 Dedication, waiver, and licence of Copyright and Database Rights
122
+
123
+
124
+ 3.1 Dedication of Copyright and Database Rights to the public domain. The Rightsholder by using this Document, dedicates the Work to the public domain for the benefit of the public and relinquishes all rights in Copyright and Database Rights over the Work.
125
+
126
+
127
+ a. The Rightsholder realises that once these rights are relinquished, that the Rightsholder has no further rights in Copyright and Database Rights over the Work, and that the Work is free and open for others to Use.
128
+
129
+
130
+ b. The Rightsholder intends for their relinquishment to cover all present and future rights in the Work under Copyright and Database Rights, whether they are vested or contingent rights, and that this relinquishment of rights covers all their heirs and successors.
131
+
132
+
133
+ The above relinquishment of rights applies worldwide and includes media and formats now known or created in the future.
134
+
135
+
136
+ 3.2 Waiver of rights and claims in Copyright and Database Rights when Section 3.1 dedication inapplicable. If the dedication in Section 3.1 does not apply in the relevant jurisdiction under Section 6.4, the Rightsholder waives any rights and claims that the Rightsholder may have or acquire in the future over the Work in:
137
+
138
+
139
+ a. Copyright; and
140
+
141
+
142
+ b. Database Rights.
143
+
144
+
145
+ To the extent possible in the relevant jurisdiction, the above waiver of rights and claims applies worldwide and includes media and formats now known or created in the future. The Rightsholder agrees not to assert the above rights and waives the right to enforce them over the Work.
146
+
147
+
148
+ 3.3 Licence of Copyright and Database Rights when Sections 3.1 and 3.2 inapplicable. If the dedication and waiver in Sections 3.1 and 3.2 does not apply in the relevant jurisdiction under Section 6.4, the Rightsholder and You agree as follows:
149
+
150
+
151
+ a. The Licensor grants to You a worldwide, royalty-free, non-exclusive, licence to Use the Work for the duration of any applicable Copyright and Database Rights. These rights explicitly include commercial use, and do not exclude any field of endeavour. To the extent possible in the relevant jurisdiction, these rights may be exercised in all media and formats whether now known or created in the future.
152
+
153
+
154
+ 3.4 Moral rights. This section covers moral rights, including the right to be identified as the author of the Work or to object to treatment that would otherwise prejudice the author’s honour and reputation, or any other derogatory treatment:
155
+
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+
157
+ a. For jurisdictions allowing waiver of moral rights, Licensor waives all moral rights that Licensor may have in the Work to the fullest extent possible by the law of the relevant jurisdiction under Section 6.4;
158
+
159
+
160
+ b. If waiver of moral rights under Section 3.4 a in the relevant jurisdiction is not possible, Licensor agrees not to assert any moral rights over the Work and waives all claims in moral rights to the fullest extent possible by the law of the relevant jurisdiction under Section 6.4; and
161
+
162
+
163
+ c. For jurisdictions not allowing waiver or an agreement not to assert moral rights under Section 3.4 a and b, the author may retain their moral rights over the copyrighted aspects of the Work.
164
+
165
+
166
+ Please note that some jurisdictions do not allow for the waiver of moral rights, and so moral rights may still subsist over the work in some jurisdictions.
167
+
168
+
169
+ 4.0 Relationship to other rights
170
+
171
+
172
+ 4.1 No other contractual conditions. The Rightsholder makes this Work available to You without any other contractual obligations, either express or implied. Any Community Norms statement associated with the Work is not a contract and does not form part of this Document.
173
+
174
+
175
+ 4.2 Relationship to patents. This Document does not grant You a licence for any patents that the Rightsholder may own. Users of this Database are cautioned that they may have to clear other rights or consult other licences.
176
+
177
+
178
+ 4.3 Relationship to trade marks. This Document does not grant You a licence for any trade marks that the Rightsholder may own or that the Rightsholder may use to cover the Work. Users of this Database are cautioned that they may have to clear other rights or consult other licences.
179
+
180
+
181
+ Part III: General provisions
182
+
183
+
184
+ 5.0 Warranties, disclaimer, and limitation of liability
185
+
186
+
187
+ 5.1 The Work is provided by the Rightsholder “as is” and without any warranty of any kind, either express or implied, whether of title, of accuracy or completeness, of the presence of absence of errors, of fitness for purpose, or otherwise. Some jurisdictions do not allow the exclusion of implied warranties, so this exclusion may not apply to You.
188
+
189
+
190
+ 5.2 Subject to any liability that may not be excluded or limited by law, the Rightsholder is not liable for, and expressly excludes, all liability for loss or damage however and whenever caused to anyone by any use under this Document, whether by You or by anyone else, and whether caused by any fault on the part of the Rightsholder or not. This exclusion of liability includes, but is not limited to, any special, incidental, consequential, punitive, or exemplary damages. This exclusion applies even if the Rightsholder has been advised of the possibility of such damages.
191
+
192
+
193
+ 5.3 If liability may not be excluded by law, it is limited to actual and direct financial loss to the extent it is caused by proved negligence on the part of the Rightsholder.
194
+
195
+
196
+ 6.0 General
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+
198
+
199
+ 6.1 If any provision of this Document is held to be invalid or unenforceable, that must not affect the validity or enforceability of the remainder of the terms of this Document.
200
+
201
+
202
+ 6.2 This Document is the entire agreement between the parties with respect to the Work covered here. It replaces any earlier understandings, agreements or representations with respect to the Work not specified here.
203
+
204
+
205
+ 6.3 This Document does not affect any rights that You or anyone else may independently have under any applicable law to make any use of this Work, including (for jurisdictions where this Document is a licence) fair dealing, fair use, database exceptions, or any other legally recognised limitation or exception to infringement of copyright or other applicable laws.
206
+
207
+
208
+ 6.4 This Document takes effect in the relevant jurisdiction in which the Document terms are sought to be enforced. If the rights waived or granted under applicable law in the relevant jurisdiction includes additional rights not waived or granted under this Document, these additional rights are included in this Document in order to meet the intent of this Document.
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+ {\flomajor\f31508\fbidi \froman\fcharset238\fprq2 Times New Roman CE;}{\flomajor\f31509\fbidi \froman\fcharset204\fprq2 Times New Roman Cyr;}{\flomajor\f31511\fbidi \froman\fcharset161\fprq2 Times New Roman Greek;}
11
+ {\flomajor\f31512\fbidi \froman\fcharset162\fprq2 Times New Roman Tur;}{\flomajor\f31513\fbidi \froman\fcharset177\fprq2 Times New Roman (Hebrew);}{\flomajor\f31514\fbidi \froman\fcharset178\fprq2 Times New Roman (Arabic);}
12
+ {\flomajor\f31515\fbidi \froman\fcharset186\fprq2 Times New Roman Baltic;}{\flomajor\f31516\fbidi \froman\fcharset163\fprq2 Times New Roman (Vietnamese);}{\fdbmajor\f31518\fbidi \froman\fcharset238\fprq2 Times New Roman CE;}
13
+ {\fdbmajor\f31519\fbidi \froman\fcharset204\fprq2 Times New Roman Cyr;}{\fdbmajor\f31521\fbidi \froman\fcharset161\fprq2 Times New Roman Greek;}{\fdbmajor\f31522\fbidi \froman\fcharset162\fprq2 Times New Roman Tur;}
14
+ {\fdbmajor\f31523\fbidi \froman\fcharset177\fprq2 Times New Roman (Hebrew);}{\fdbmajor\f31524\fbidi \froman\fcharset178\fprq2 Times New Roman (Arabic);}{\fdbmajor\f31525\fbidi \froman\fcharset186\fprq2 Times New Roman Baltic;}
15
+ {\fdbmajor\f31526\fbidi \froman\fcharset163\fprq2 Times New Roman (Vietnamese);}{\fhimajor\f31528\fbidi \froman\fcharset238\fprq2 Cambria CE;}{\fhimajor\f31529\fbidi \froman\fcharset204\fprq2 Cambria Cyr;}
16
+ {\fhimajor\f31531\fbidi \froman\fcharset161\fprq2 Cambria Greek;}{\fhimajor\f31532\fbidi \froman\fcharset162\fprq2 Cambria Tur;}{\fhimajor\f31535\fbidi \froman\fcharset186\fprq2 Cambria Baltic;}
17
+ {\fhimajor\f31536\fbidi \froman\fcharset163\fprq2 Cambria (Vietnamese);}{\fbimajor\f31538\fbidi \froman\fcharset238\fprq2 Times New Roman CE;}{\fbimajor\f31539\fbidi \froman\fcharset204\fprq2 Times New Roman Cyr;}
18
+ {\fbimajor\f31541\fbidi \froman\fcharset161\fprq2 Times New Roman Greek;}{\fbimajor\f31542\fbidi \froman\fcharset162\fprq2 Times New Roman Tur;}{\fbimajor\f31543\fbidi \froman\fcharset177\fprq2 Times New Roman (Hebrew);}
19
+ {\fbimajor\f31544\fbidi \froman\fcharset178\fprq2 Times New Roman (Arabic);}{\fbimajor\f31545\fbidi \froman\fcharset186\fprq2 Times New Roman Baltic;}{\fbimajor\f31546\fbidi \froman\fcharset163\fprq2 Times New Roman (Vietnamese);}
20
+ {\flominor\f31548\fbidi \froman\fcharset238\fprq2 Times New Roman CE;}{\flominor\f31549\fbidi \froman\fcharset204\fprq2 Times New Roman Cyr;}{\flominor\f31551\fbidi \froman\fcharset161\fprq2 Times New Roman Greek;}
21
+ {\flominor\f31552\fbidi \froman\fcharset162\fprq2 Times New Roman Tur;}{\flominor\f31553\fbidi \froman\fcharset177\fprq2 Times New Roman (Hebrew);}{\flominor\f31554\fbidi \froman\fcharset178\fprq2 Times New Roman (Arabic);}
22
+ {\flominor\f31555\fbidi \froman\fcharset186\fprq2 Times New Roman Baltic;}{\flominor\f31556\fbidi \froman\fcharset163\fprq2 Times New Roman (Vietnamese);}{\fdbminor\f31558\fbidi \froman\fcharset238\fprq2 Times New Roman CE;}
23
+ {\fdbminor\f31559\fbidi \froman\fcharset204\fprq2 Times New Roman Cyr;}{\fdbminor\f31561\fbidi \froman\fcharset161\fprq2 Times New Roman Greek;}{\fdbminor\f31562\fbidi \froman\fcharset162\fprq2 Times New Roman Tur;}
24
+ {\fdbminor\f31563\fbidi \froman\fcharset177\fprq2 Times New Roman (Hebrew);}{\fdbminor\f31564\fbidi \froman\fcharset178\fprq2 Times New Roman (Arabic);}{\fdbminor\f31565\fbidi \froman\fcharset186\fprq2 Times New Roman Baltic;}
25
+ {\fdbminor\f31566\fbidi \froman\fcharset163\fprq2 Times New Roman (Vietnamese);}{\fhiminor\f31568\fbidi \fswiss\fcharset238\fprq2 Calibri CE;}{\fhiminor\f31569\fbidi \fswiss\fcharset204\fprq2 Calibri Cyr;}
26
+ {\fhiminor\f31571\fbidi \fswiss\fcharset161\fprq2 Calibri Greek;}{\fhiminor\f31572\fbidi \fswiss\fcharset162\fprq2 Calibri Tur;}{\fhiminor\f31575\fbidi \fswiss\fcharset186\fprq2 Calibri Baltic;}
27
+ {\fhiminor\f31576\fbidi \fswiss\fcharset163\fprq2 Calibri (Vietnamese);}{\fbiminor\f31578\fbidi \froman\fcharset238\fprq2 Times New Roman CE;}{\fbiminor\f31579\fbidi \froman\fcharset204\fprq2 Times New Roman Cyr;}
28
+ {\fbiminor\f31581\fbidi \froman\fcharset161\fprq2 Times New Roman Greek;}{\fbiminor\f31582\fbidi \froman\fcharset162\fprq2 Times New Roman Tur;}{\fbiminor\f31583\fbidi \froman\fcharset177\fprq2 Times New Roman (Hebrew);}
29
+ {\fbiminor\f31584\fbidi \froman\fcharset178\fprq2 Times New Roman (Arabic);}{\fbiminor\f31585\fbidi \froman\fcharset186\fprq2 Times New Roman Baltic;}{\fbiminor\f31586\fbidi \froman\fcharset163\fprq2 Times New Roman (Vietnamese);}}
30
+ {\colortbl;\red0\green0\blue0;\red0\green0\blue255;\red0\green255\blue255;\red0\green255\blue0;\red255\green0\blue255;\red255\green0\blue0;\red255\green255\blue0;\red255\green255\blue255;\red0\green0\blue128;\red0\green128\blue128;\red0\green128\blue0;
31
+ \red128\green0\blue128;\red128\green0\blue0;\red128\green128\blue0;\red128\green128\blue128;\red192\green192\blue192;}{\*\defchp \fs22\loch\af31506\hich\af31506\dbch\af31505 }{\*\defpap \ql \li0\ri0\sa200\sl276\slmult1
32
+ \widctlpar\wrapdefault\aspalpha\aspnum\faauto\adjustright\rin0\lin0\itap0 }\noqfpromote {\stylesheet{\ql \li0\ri0\sa200\sl276\slmult1\widctlpar\wrapdefault\aspalpha\aspnum\faauto\adjustright\rin0\lin0\itap0 \rtlch\fcs1 \af31507\afs22\alang1025
33
+ \ltrch\fcs0 \fs22\lang1033\langfe1033\loch\f31506\hich\af31506\dbch\af31505\cgrid\langnp1033\langfenp1033 \snext0 \sqformat \spriority0 Normal;}{\*\cs10 \additive \ssemihidden \sunhideused \spriority1 Default Paragraph Font;}{\*
34
+ \ts11\tsrowd\trftsWidthB3\trpaddl108\trpaddr108\trpaddfl3\trpaddft3\trpaddfb3\trpaddfr3\trcbpat1\trcfpat1\tblind0\tblindtype3\tsvertalt\tsbrdrt\tsbrdrl\tsbrdrb\tsbrdrr\tsbrdrdgl\tsbrdrdgr\tsbrdrh\tsbrdrv \ql \li0\ri0\sa200\sl276\slmult1
35
+ \widctlpar\wrapdefault\aspalpha\aspnum\faauto\adjustright\rin0\lin0\itap0 \rtlch\fcs1 \af31507\afs22\alang1025 \ltrch\fcs0 \fs22\lang1033\langfe1033\loch\f31506\hich\af31506\dbch\af31505\cgrid\langnp1033\langfenp1033 \snext11 \ssemihidden \sunhideused
36
+ Normal Table;}}{\*\rsidtbl \rsid338778\rsid527038\rsid4269581\rsid8812079\rsid11488652\rsid16456742}{\mmathPr\mmathFont34\mbrkBin0\mbrkBinSub0\msmallFrac0\mdispDef1\mlMargin0\mrMargin0\mdefJc1\mwrapIndent1440\mintLim0\mnaryLim1}{\info
37
+ {\operator James F Cavanagh}{\creatim\yr2018\mo8\dy29\hr9\min35}{\revtim\yr2018\mo8\dy29\hr9\min41}{\version6}{\edmins6}{\nofpages2}{\nofwords406}{\nofchars2318}{\nofcharsws2719}{\vern49167}}{\*\xmlnstbl {\xmlns1 http://schemas.microsoft.com/office/word/2
38
+ 003/wordml}}\paperw12240\paperh15840\margl1440\margr1440\margt1440\margb1440\gutter0\ltrsect
39
+ \widowctrl\ftnbj\aenddoc\trackmoves0\trackformatting1\donotembedsysfont0\relyonvml0\donotembedlingdata1\grfdocevents0\validatexml0\showplaceholdtext0\ignoremixedcontent0\saveinvalidxml0\showxmlerrors0\horzdoc\dghspace120\dgvspace120\dghorigin1701
40
+ \dgvorigin1984\dghshow0\dgvshow3\jcompress\viewkind1\viewscale110\rsidroot338778 \fet0{\*\wgrffmtfilter 2450}\ilfomacatclnup0\ltrpar \sectd \ltrsect\linex0\sectdefaultcl\sftnbj {\*\pnseclvl1\pnucrm\pnstart1\pnindent720\pnhang {\pntxta .}}{\*\pnseclvl2
41
+ \pnucltr\pnstart1\pnindent720\pnhang {\pntxta .}}{\*\pnseclvl3\pndec\pnstart1\pnindent720\pnhang {\pntxta .}}{\*\pnseclvl4\pnlcltr\pnstart1\pnindent720\pnhang {\pntxta )}}{\*\pnseclvl5\pndec\pnstart1\pnindent720\pnhang {\pntxtb (}{\pntxta )}}{\*\pnseclvl6
42
+ \pnlcltr\pnstart1\pnindent720\pnhang {\pntxtb (}{\pntxta )}}{\*\pnseclvl7\pnlcrm\pnstart1\pnindent720\pnhang {\pntxtb (}{\pntxta )}}{\*\pnseclvl8\pnlcltr\pnstart1\pnindent720\pnhang {\pntxtb (}{\pntxta )}}{\*\pnseclvl9\pnlcrm\pnstart1\pnindent720\pnhang
43
+ {\pntxtb (}{\pntxta )}}\pard\plain \ltrpar\ql \li0\ri0\sa200\sl276\slmult1\nowidctlpar\wrapdefault\faauto\rin0\lin0\itap0 \rtlch\fcs1 \af31507\afs22\alang1025 \ltrch\fcs0
44
+ \fs22\lang1033\langfe1033\loch\af31506\hich\af31506\dbch\af31505\cgrid\langnp1033\langfenp1033 {\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid4269581 \hich\af37\dbch\af31505\loch\f37
45
+ Here are the Flankers data used for the following studies:
46
+ \par }{\rtlch\fcs1 \ab\af37 \ltrch\fcs0 \b\f37\lang9\langfe1033\langnp9\insrsid4269581 \hich\af37\dbch\af31505\loch\f37 \hich\f37 Gr\'fc\loch\f37
47
+ ndler, T.O.J., Cavanagh, J.F, Figueroa, C.M., Frank, M.J. & Allen, J.J.B. (2009). Task related dissociation in ERN amplitude as a function of obsessive \hich\f37 \endash \hich\af37\dbch\af31505\loch\f37
48
+ compulsive symptoms. Neuropsychologia, 47(8-9), 1978-1987
49
+ \par \hich\af37\dbch\af31505\loch\f37 \hich\f37 Cavanagh, J.F., Gr\'fc\loch\f37 ndler, T.O.J., Frank, M.J.,& Allen, J.J.B (2010). Altered cingulate sub-region activation accounts for task-related dissociation in ERN amplitude as a function of obsessive-compu
50
+ \hich\af37\dbch\af31505\loch\f37 lsive symptoms. Neuropsychologia, 48(7), 2098-2109.
51
+ \par }{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid4269581 \tab \hich\af37\dbch\af31505\loch\f37 CTL only:
52
+ \par }{\rtlch\fcs1 \ab\af37 \ltrch\fcs0 \b\f37\lang9\langfe1033\langnp9\insrsid4269581 \hich\af37\dbch\af31505\loch\f37
53
+ Cavanagh, J.F., Cohen, M.X. & Allen, J.J.B. (2009). Prelude to and resolution of an error: EEG phase synchrony reveals cognitive control dynamics during action monitoring. Journal of Neuroscie\hich\af37\dbch\af31505\loch\f37 nce, 29(1),98-105.
54
+ \par }{\rtlch\fcs1 \ab\af37 \ltrch\fcs0 \b\f37\lang9\langfe1033\langnp9\insrsid16456742 \hich\af37\dbch\af31505\loch\f37 Erb & Cavanagh, under review}{\rtlch\fcs1 \ab\af37 \ltrch\fcs0 \b\f37\lang9\langfe1033\langnp9\insrsid4269581
55
+ \par }{\rtlch\fcs1 \ab\af37 \ltrch\fcs0 \b\f37\lang9\langfe1033\langnp9\insrsid16456742\charrsid16456742
56
+ \par }{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid4269581 \hich\af37\dbch\af31505\loch\f37 Important notes:
57
+ \par \hich\af37\dbch\af31505\loch\f37 1) }{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid338778 \hich\af37\dbch\af31505\loch\f37 Some files are *flankers.cnt and some are *flankers_ready.cnt. The former should be the raw data. The lat
58
+ \hich\af37\dbch\af31505\loch\f37 ter are data that I processed in Neuroscan software about a decade ago. This was all that was retrievable}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid8812079 \hich\af37\dbch\af31505\loch\f37
59
+ for those subjects}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid338778 \hich\af37\dbch\af31505\loch\f37
60
+ . I think these ready files have had some electrodes interpolated, and may have neuroscan markers for bad sections (which wouldn\loch\af37\dbch\af31505\hich\f37 \rquote \hich\af37\dbch\af31505\loch\f37 t show up in Matlab\hich\af37\dbch\af31505\loch\f37
61
+ ). I do not know if they\loch\af37\dbch\af31505\hich\f37 \rquote \hich\af37\dbch\af31505\loch\f37 ve been re-referenced (all had an online ref between Cz and CPz, but I liked to reference to linked mastoids at this point in my life
62
+ \loch\af37\dbch\af31505\hich\f37 \'85\hich\af37\dbch\af31505\loch\f37 ). Someone with access to a Neuroscan viewer could check these out and get back to me if in\hich\af37\dbch\af31505\loch\f37 terested. I don\loch\af37\dbch\af31505\hich\f37 \rquote
63
+ \hich\af37\dbch\af31505\loch\f37 t think any of this should really matter though. Such is life in the deep archive \loch\af37\dbch\af31505\hich\f37 \endash \hich\af37\dbch\af31505\loch\f37 let \hich\af37\dbch\af31505\loch\f37
64
+ this be a lesson to upload your data with explanatory scripts as soon as they\loch\af37\dbch\af31505\hich\f37 \rquote \hich\af37\dbch\af31505\loch\f37 re ready!!
65
+ \par \hich\af37\dbch\af31505\loch\f37 2) }{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid4269581 \hich\af37\dbch\af31505\loch\f37
66
+ I don't have code for the clinically-relevant pubs noted above. Much of those were done in Neuroscan software and SPSS, and the rest of the code has gone missing. I do have code for Er\hich\af37\dbch\af31505\loch\f37
67
+ b & Cavanagh included here, which doesn't use the OCI participants, but all the data are well processed. So you could take that as a starting point for anything you want to do.
68
+ \par }{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid338778 \hich\af37\dbch\af31505\loch\f37 3}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid4269581 \hich\af37\dbch\af31505\loch\f37
69
+ ) I don't have data from all N=60 people I ran on this task. I have EEG data\hich\af37\dbch\af31505\loch\f37
70
+ on N=46 (23 in each group, as chance would have it). So you probably can't perfectly re-create the analyses in ths studies above, but maybe you can: there were only N=36 people in those analyses anyways, so I apparently had some strict selection criter
71
+ \hich\af37\dbch\af31505\loch\f37 i\hich\af37\dbch\af31505\loch\f37 a. In any case the results are probably going to be very simlar. I simply don't have time to figure all this out, but you're welcome to try if you like.
72
+ \par \hich\af37\dbch\af31505\loch\f37 Here is where the rest of the data went:
73
+ \par \hich\af37\dbch\af31505\loch\f37 No EEG data retrievable from the archive: N=3
74
+ \par \hich\af37\dbch\af31505\loch\f37 Oddity in \hich\af37\dbch\af31505\loch\f37 the trigger coding that I don't feel like figuring out right now: N=1
75
+ \par \hich\af37\dbch\af31505\loch\f37 More than 20% errors made: N=8
76
+ \par \hich\af37\dbch\af31505\loch\f37 On some sort of drug: N=1
77
+ \par \hich\af37\dbch\af31505\loch\f37 Bad EEG: N=1
78
+ \par
79
+ \par
80
+ \par }{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid4269581
81
+ \par }{\*\themedata 504b030414000600080000002100e9de0fbfff0000001c020000130000005b436f6e74656e745f54797065735d2e786d6cac91cb4ec3301045f748fc83e52d4a
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README.md ADDED
@@ -0,0 +1,139 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: pddl
3
+ tags:
4
+ - eeg
5
+ - medical
6
+ - clinical
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+ - classification
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+ - ocd
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+ - flanker
10
+ ---
11
+ # Gruendler2009: EEG Obsessive-Compulsive Disorder Estimation Dataset with Flanker Task
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+ The dataset Gruendler2009 originates from an EEG experiment that examined the relationship between obsessive–compulsive (OC) symptomatology and error-related brain activity. Participants were 46 undergraduate students selected based on their scores on the Obsessive–Compulsive Inventory-Revised (OCI-R), with groups categorized as high or low OC (a score of 21 being the boundary).
13
+
14
+ The experiment consisted of a flanker task to elicit ERNs from motor errors in a response conflict paradigm. Specifically, participants were shown a 5-letter string like "QQQQQ" or "QQOQQ". Within a 1-second time-window, they then had to press a left or right button, depending on the letter in the middle of the string. The assignment of which button to press for a given middle letter was swapped between blocks of experiments.
15
+
16
+ The EEG data were recorded using a 64-channel EEG + 2-channel EOG + 1-channel EKG setup. Demographic and psychometric data (including the Beck Depression Inventory) were collected to control for confounds.
17
+ ## Paper
18
+ Gründler, T. O., Cavanagh, J. F., Figueroa, C. M., Frank, M. J., & Allen, J. J. (2009). **Task-related dissociation in ERN amplitude as a function of obsessive–compulsive symptoms**. _Neuropsychologia_, 47(8-9), 1978-1987.
19
+
20
+ DISCLAIMER: We (DISCO) are NOT the owners or creators of this dataset, but we merely uploaded it here, to support our's ("EEG-Bench") and other's work on EEG benchmarking.
21
+ ## Dataset Structure
22
+ - `data/` contains the annotated EEG experiment data in `.cnt` format.
23
+ - `DMDX_Codes_Flankers_Only.rtf` (more compact) and `Flankers_Letters_Task_Babcock.rtf` (more verbose) provide descriptions of the experiments.
24
+ - `Info.xlsx` contains various information about the subjects (identified by the `ID` column), such as sex, age, Beck Depression Inventory (BDI), Obsessive-Compulsive Inventory (OCI), Speilberger Trait Anxiety Inventory (TAI), Speilberger State Anxiety Inventory (SAI) and Carver & White BIS/BAS scales.
25
+ - `scripts/` contains MATLAB scripts that might provide further information about the data.
26
+
27
+ ### Filename Format
28
+ ```
29
+ [PID]flankers.cnt (or [PID]flankers_ready.cnt)
30
+ ```
31
+ where PID is the participant's ID as used in `Info.xlsx`'s `ID` column.
32
+
33
+ NOTE that the `flankers_ready.cnt` files may have been preprocessed, while the `flankers.cnt` may be the original raw EEG files.
34
+ ### Fields in each File
35
+ A `.cnt` file can be read in python as follows:
36
+ ```python
37
+ import mne
38
+ raw = mne.io.read_raw_cnt(filepath)
39
+ ```
40
+ Now, `raw.get_data(units='uV')` yields a numpy array of shape `(#channels, time_len)` in micro-Volt units.
41
+
42
+ Some general info can be inspected with `raw.info`, such as the sampling rate (`raw.info["sfreq"]`).
43
+
44
+ The channel names (in their correct order) can be seen via `raw.ch_names`.
45
+
46
+ Events can be read with
47
+ ```python
48
+ events_list, events_dict = mne.events_from_annotations(raw)
49
+ ```
50
+ where `events_dict` contains the mapping of the original event types (like `"126"`) to event IDs in `[1,2,..., num_event_types]`, the latter of which are used in `events_list`.
51
+
52
+ `events_list` is a list of events, ordered by time. Each entry `e = [timestamp, (not important), event ID]` consists of the time of the event onset `timestamp` that refers to the `time_len` dimension in the `raw.get_data()` EEG array, as well as the event-ID.
53
+
54
+ (See the `https://mne.tools/stable/generated/mne.io.Raw.html` documentation for more details.)
55
+
56
+ ### (Inferred) Meaning of the Event Types
57
+ The meaning of the following event types should be inferrable from `DMDX_Codes_Flankers_Only.rtf` and `Flankers_Letters_Task_Babcock.rtf`:
58
+ - `50`: A fixation cross/asterisk is shown on the monitor in front of the participant
59
+ - `110`: A message "WRONG" is displayed, indicating that the participant did not press a button in time (or also that the participant pressed the wrong button, but I'm not 100% sure about that)
60
+
61
+ <p><br></p>
62
+
63
+ - `111`: Letters "KKKKK" are shown on the screen, and the participant is asked to press the left button when "K" is the center letter and the right button when "R" is the center letter.
64
+ - `112`: Letters "KKRKK" are shown on the screen, and the participant is asked to press the left button when "K" is the center letter and the right button when "R" is the center letter.
65
+ - `113`: Letters "RRKRR" are shown on the screen, and the participant is asked to press the left button when "K" is the center letter and the right button when "R" is the center letter.
66
+ - `114`: Letters "RRRRR" are shown on the screen, and the participant is asked to press the left button when "K" is the center letter and the right button when "R" is the center letter.
67
+
68
+ <p><br></p>
69
+
70
+ - `121`: Letters "MMMMM" are shown on the screen, and the participant is asked to press the left button when "M" is the center letter and the right button when "N" is the center letter.
71
+ - `122`: Letters "MMNMM" are shown on the screen, and the participant is asked to press the left button when "M" is the center letter and the right button when "N" is the center letter.
72
+ - `123`: Letters "NNMNN" are shown on the screen, and the participant is asked to press the left button when "M" is the center letter and the right button when "N" is the center letter.
73
+ - `124`: Letters "NNNNN" are shown on the screen, and the participant is asked to press the left button when "M" is the center letter and the right button when "N" is the center letter.
74
+
75
+ <p><br></p>
76
+
77
+ - `125`: Letters "MMMMM" are shown on the screen, and the participant is asked to press the left button when "N" is the center letter and the right button when "M" is the center letter.
78
+ - `126`: Letters "MMNMM" are shown on the screen, and the participant is asked to press the left button when "N" is the center letter and the right button when "M" is the center letter.
79
+ - `127`: Letters "NNMNN" are shown on the screen, and the participant is asked to press the left button when "N" is the center letter and the right button when "M" is the center letter.
80
+ - `128`: Letters "NNNNN" are shown on the screen, and the participant is asked to press the left button when "N" is the center letter and the right button when "M" is the center letter.
81
+
82
+ <p><br></p>
83
+
84
+ - `131`: Letters "FFFFF" are shown on the screen, and the participant is asked to press the left button when "F" is the center letter and the right button when "E" is the center letter.
85
+ - `132`: Letters "FFEFF" are shown on the screen, and the participant is asked to press the left button when "F" is the center letter and the right button when "E" is the center letter.
86
+ - `133`: Letters "EEFEE" are shown on the screen, and the participant is asked to press the left button when "F" is the center letter and the right button when "E" is the center letter.
87
+ - `134`: Letters "EEEEE" are shown on the screen, and the participant is asked to press the left button when "F" is the center letter and the right button when "E" is the center letter.
88
+
89
+ <p><br></p>
90
+
91
+ - `135`: Letters "FFFFF" are shown on the screen, and the participant is asked to press the left button when "E" is the center letter and the right button when "F" is the center letter.
92
+ - `136`: Letters "FFEFF" are shown on the screen, and the participant is asked to press the left button when "E" is the center letter and the right button when "F" is the center letter.
93
+ - `137`: Letters "EEFEE" are shown on the screen, and the participant is asked to press the left button when "E" is the center letter and the right button when "F" is the center letter.
94
+ - `138`: Letters "EEEEE" are shown on the screen, and the participant is asked to press the left button when "E" is the center letter and the right button when "F" is the center letter.
95
+
96
+ <p><br></p>
97
+
98
+ - `141`: Letters "QQQQQ" are shown on the screen, and the participant is asked to press the left button when "Q" is the center letter and the right button when "O" is the center letter.
99
+ - `142`: Letters "QQOQQ" are shown on the screen, and the participant is asked to press the left button when "Q" is the center letter and the right button when "O" is the center letter.
100
+ - `143`: Letters "OOQOO" are shown on the screen, and the participant is asked to press the left button when "Q" is the center letter and the right button when "O" is the center letter.
101
+ - `144`: Letters "OOOOO" are shown on the screen, and the participant is asked to press the left button when "Q" is the center letter and the right button when "O" is the center letter.
102
+
103
+ <p><br></p>
104
+
105
+ - `145`: Letters "QQQQQ" are shown on the screen, and the participant is asked to press the left button when "O" is the center letter and the right button when "Q" is the center letter.
106
+ - `146`: Letters "QQOQQ" are shown on the screen, and the participant is asked to press the left button when "O" is the center letter and the right button when "Q" is the center letter.
107
+ - `147`: Letters "OOQOO" are shown on the screen, and the participant is asked to press the left button when "O" is the center letter and the right button when "Q" is the center letter.
108
+ - `148`: Letters "OOOOO" are shown on the screen, and the participant is asked to press the left button when "O" is the center letter and the right button when "Q" is the center letter.
109
+
110
+ <p><br></p>
111
+
112
+ - `151`: Letters "VVVVV" are shown on the screen, and the participant is asked to press the left button when "V" is the center letter and the right button when "U" is the center letter.
113
+ - `152`: Letters "VVUVV" are shown on the screen, and the participant is asked to press the left button when "V" is the center letter and the right button when "U" is the center letter.
114
+ - `153`: Letters "UUVUU" are shown on the screen, and the participant is asked to press the left button when "V" is the center letter and the right button when "U" is the center letter.
115
+ - `154`: Letters "UUUUU" are shown on the screen, and the participant is asked to press the left button when "V" is the center letter and the right button when "U" is the center letter.
116
+
117
+ <p><br></p>
118
+
119
+ - `155`: Letters "VVVVV" are shown on the screen, and the participant is asked to press the left button when "U" is the center letter and the right button when "V" is the center letter.
120
+ - `156`: Letters "VVUVV" are shown on the screen, and the participant is asked to press the left button when "U" is the center letter and the right button when "V" is the center letter.
121
+ - `157`: Letters "UUVUU" are shown on the screen, and the participant is asked to press the left button when "U" is the center letter and the right button when "V" is the center letter.
122
+ - `158`: Letters "UUUUU" are shown on the screen, and the participant is asked to press the left button when "U" is the center letter and the right button when "V" is the center letter.
123
+
124
+ <p><br></p>
125
+
126
+ - `161`: Letters "TTTTT" are shown on the screen, and the participant is asked to press the left button when "T" is the center letter and the right button when "I" is the center letter.
127
+ - `162`: Letters "TTITT" are shown on the screen, and the participant is asked to press the left button when "T" is the center letter and the right button when "I" is the center letter.
128
+ - `163`: Letters "IITII" are shown on the screen, and the participant is asked to press the left button when "T" is the center letter and the right button when "I" is the center letter.
129
+ - `164`: Letters "IIIII" are shown on the screen, and the participant is asked to press the left button when "T" is the center letter and the right button when "I" is the center letter.
130
+
131
+ <p><br></p>
132
+
133
+ - `165`: Letters "TTTTT" are shown on the screen, and the participant is asked to press the left button when "I" is the center letter and the right button when "T" is the center letter.
134
+ - `166`: Letters "TTITT" are shown on the screen, and the participant is asked to press the left button when "I" is the center letter and the right button when "T" is the center letter.
135
+ - `167`: Letters "IITII" are shown on the screen, and the participant is asked to press the left button when "I" is the center letter and the right button when "T" is the center letter.
136
+ - `168`: Letters "IIIII" are shown on the screen, and the participant is asked to press the left button when "I" is the center letter and the right button when "T" is the center letter.
137
+
138
+ ## License
139
+ By the original authors of this work, this work has been licensed under the PDDL v1.0 license (see LICENSE.txt).
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+ function [EEG,bad_chans,bad_epochs,bad_ICAs]=APPLE_OCDII(EEG,eeg_chans,ref_chan,Do_ICA,subno,VEOG,appledir)
2
+ % Algorithmic Pre-Processing Line for EEG
3
+ % Intellectual Property of James F Cavanagh jcavanagh@unm.edu 2013
4
+ % Use eeglab12_0_2_1b and in the plugins folder include the following:
5
+ % FASTER 1.2.3: http://sourceforge.net/projects/faster/
6
+ % ADJUST: http://www.unicog.org/pm/pmwiki.php/MEG/RemovingArtifactsWithADJUST
7
+ % Gratton Eyeblink Correction: can't find the website, but it doesn't work well and I'm going to remove it anyways. Just have 1 for Do_ICA always.
8
+
9
+ % ===================
10
+ % MANDATORY INPUT
11
+ % ===================
12
+ % EEG - The eponymous EEGLab array
13
+ % eeg_chans - vector of EEG channels (exclude VEOG, HEOG, anything else here)
14
+ % ref_chan - Call_APPLE should have re-ref'd the data to Fz or FCz
15
+ % Do_ICA - Do ICAs or not? If no, it will run Gratton regression if there is VEOG
16
+ %
17
+ % ====================
18
+ % OPTIONAL PARAMETERS
19
+ % ====================
20
+ % SubjID - Subject ID for saving the output jpeg. Optional - will be set to 0 if empty
21
+ % VEOG - The vector of VEOG stripped from the EEG.data structure for
22
+ % use in ID'ing ICA blinks.
23
+ %
24
+ % ==============
25
+ % OUTPUT
26
+ % ==============
27
+ % EEG - interpolated with bad epochs rejected. If Gratton, eyeblinks removed.
28
+ % bad_chans
29
+ % bad_epochs
30
+ % bad_ICAs
31
+
32
+ % Start clock
33
+ tic
34
+
35
+ % Get stuff
36
+ SubjID=0;
37
+ if nargin >4
38
+ if ~isempty(subno), SubjID=subno; end
39
+ end
40
+ if nargin>5, hasVEOG=1; else hasVEOG=0; end
41
+
42
+ % Get dimensions of EEG data matrix
43
+ dims=size(EEG.data);
44
+
45
+ % Get Vertex Site
46
+ for ai=1:dims(1), Z(ai)=EEG.chanlocs(ai).Z; end
47
+ Vertex=find(Z==max(Z)); clear Z;
48
+ % Get ERP % Topo of these data prior to fixen's
49
+ TEMPPRE = pop_reref( EEG, []);
50
+ PreFixERP=eegfilt(squeeze(mean(TEMPPRE.data(Vertex,:,:),3)),TEMPPRE.srate,[],20);
51
+ PreFixERP=PreFixERP-repmat(mean(PreFixERP),1,length(PreFixERP));
52
+ % Get times irrespective of sample rate
53
+ T1=find( abs(TEMPPRE.times-300) == min(abs(TEMPPRE.times-300)) ) ;
54
+ T2=find( abs(TEMPPRE.times-400) == min(abs(TEMPPRE.times-400)) ) ;
55
+ PreFixTopo=squeeze(mean(mean(TEMPPRE.data(:,T1:T2,:),2),3)); % Topo w/ blinks
56
+ clear TEMPPRE;
57
+
58
+ %% ID bad channels
59
+
60
+ % EEGLab Function
61
+ tempeeg=EEG; % save the real data as an archive
62
+ [EEG, indelec, measure] = pop_rejchan( EEG, 'elec', eeg_chans); % process on the 'EEG' set
63
+ clear EEG; EEG=tempeeg; clear tempeeg; % save what was done to the 'EEG' set, then erase it and replace with archive
64
+
65
+ % FASTER
66
+ chan = channel_properties(EEG, eeg_chans, ref_chan);
67
+ chan_exceeded_threshold = min_z_JFC(chan); % Cols are: 1) weighted correlation, weighted variance, Hurst
68
+ FASTER_bad_chans = find(logical(chan_exceeded_threshold(:,2)+chan_exceeded_threshold(:,3)));
69
+
70
+ % Combine unique elements
71
+ TOTAL_bad_chans=unique([FASTER_bad_chans(:);indelec(:)]);
72
+
73
+ if subno==921 , TOTAL_bad_chans=unique([FASTER_bad_chans(:);indelec(:),46]); end
74
+ if subno==932 , TOTAL_bad_chans=unique([FASTER_bad_chans(:);indelec(:),9]); end
75
+ if subno==946 , TOTAL_bad_chans=unique([FASTER_bad_chans(:);indelec(:),26]); end
76
+
77
+
78
+ % INTERPOLATE
79
+ if ~isempty(TOTAL_bad_chans)
80
+ EEG.data=double(EEG.data);
81
+ EEG = pop_interp(EEG,TOTAL_bad_chans,'spherical');
82
+ end
83
+
84
+ bad_chans{1}=FASTER_bad_chans;
85
+ bad_chans{2}=indelec;
86
+ bad_chans{3}=TOTAL_bad_chans;
87
+
88
+ % % % % %% NOW re-ref to average - after interpolation and before rejection (pop_autorej requires it)
89
+ % % % % EEG = pop_reref( EEG, []);
90
+
91
+ %% ID bad epochs
92
+
93
+ % EEGLab Function
94
+ tempeeg=EEG; % same as above - this takes a while though
95
+ [EEG, rmepochs] = pop_autorej(EEG,'nogui','on');
96
+ % - here
97
+ clear EEG; EEG=tempeeg; clear tempeeg;
98
+ autorej_bad_epochs=zeros(EEG.trials,1); % vb Vectorize the output
99
+ autorej_bad_epochs(sort(rmepochs))=1;
100
+
101
+ % FASTER
102
+ epoch = epoch_properties(EEG,eeg_chans);
103
+ epoch_exceeded_threshold = min_z_JFC(epoch); % Cols are: 1) mean epoch deviation, 2) epoch variance, 3) max amplitude
104
+ FASTER_bad_epochs = logical(epoch_exceeded_threshold(:,1)+epoch_exceeded_threshold(:,2)+epoch_exceeded_threshold(:,3)); % ANYTHING marked as bad is bad
105
+
106
+ % Combine unique elements
107
+ TOTAL_bad_epochs=logical(FASTER_bad_epochs+autorej_bad_epochs);
108
+
109
+ % REJECT
110
+ binarized=zeros(1,EEG.trials);
111
+ binarized(FASTER_bad_epochs)=1; % Only the FASTER ones
112
+ EEG = pop_rejepoch(EEG,binarized,0);
113
+ goodepochs=logical(1-binarized);
114
+
115
+ EP2REJ=1;
116
+ bad_epochs{1}=FASTER_bad_epochs;
117
+ bad_epochs{2}=autorej_bad_epochs;
118
+ bad_epochs{3}=TOTAL_bad_epochs;
119
+
120
+ %% Deal with blinks
121
+
122
+ if Do_ICA==1
123
+
124
+ % Calculate kC^2 = # of data points needed
125
+ k=25; % Suggested by Onton et al.
126
+ C=dims(1)-length(TOTAL_bad_chans); % n good independent channels
127
+ sizeneeded=C^2*k;
128
+ epochsneeded=round(sizeneeded/EEG.srate); % # of epochs needed for a stable ICA solution
129
+
130
+ % ##### ##### ICA ##### #####
131
+ EEG = pop_runica(EEG,'icatype','runica'); % ,'chanind',eeg_chans(Chans4ICA)
132
+
133
+ % ADJUST
134
+ EEG.icaact = eeg_getica(EEG);
135
+ [art, horiz, vert, blink, disc, soglia_DV, diff_var, soglia_K,...
136
+ meanK, soglia_SED, SED, soglia_SAD, SAD, soglia_GDSF, GDSF, soglia_V, nuovaV]=ADJUST(EEG,'junkfile');
137
+ bad_ADJUST_ICAs=blink;
138
+
139
+ % Do VEOG correlation
140
+ if hasVEOG==1
141
+ for ai=1:size(EEG.icaact,1)
142
+ temp=squeeze(EEG.icaact(ai,:,:));
143
+ r=corrcoef(temp,VEOG(:,goodepochs));
144
+ VEOG_ICA_Corrs(ai)=abs(r(1,2)); clear temp;
145
+ end
146
+ bad_VEOG_ICAs=find(abs(zscore(VEOG_ICA_Corrs))>3);
147
+ if isempty(bad_VEOG_ICAs), bad_VEOG_ICAs=find(VEOG_ICA_Corrs==max(abs(VEOG_ICA_Corrs))); end % in case z-scores are too tightly distributed
148
+ else
149
+ bad_VEOG_ICAs=0;
150
+ end
151
+
152
+ % Bootstrap a blink template based on Gaussian distros around most frontopolar channels
153
+ % Get the most FrontoPolar Sites
154
+ for ai=1:dims(1), X(ai)=EEG.chanlocs(ai).X; end
155
+ FrontoPolars=find(X==max(X)); clear X;
156
+ % Make Gaussian Template - code taken from Mike X Cohen
157
+ for fpi=1:length(FrontoPolars)
158
+ e2use=FrontoPolars(fpi);
159
+ eucdist=zeros(1,size(EEG.icawinv,1)); topocorr=zeros(1,size(EEG.icawinv,1));
160
+ for chani=1:size(EEG.icawinv,1)
161
+ eucdist(chani)=sqrt( (EEG.chanlocs(chani).X-EEG.chanlocs(e2use).X)^2 + (EEG.chanlocs(chani).Y-EEG.chanlocs(e2use).Y)^2 + (EEG.chanlocs(chani).Z-EEG.chanlocs(e2use).Z)^2 );
162
+ end
163
+ s=30; template(fpi,:) = exp(- (eucdist.^2)/(2*s^2) );
164
+ end
165
+ template=mean(template,1);
166
+ % Get each ICA topo correlation with this topo template
167
+ for chani=1:size(EEG.icawinv,2)
168
+ topocorr(chani) = corr(EEG.icawinv(:,chani),template');
169
+ end
170
+ % Select the max correlations
171
+ bad_TEMPLATE_ICAs=find(abs(zscore(topocorr))>3);
172
+ if isempty(bad_TEMPLATE_ICAs), bad_TEMPLATE_ICAs=find(abs(topocorr)==max(abs(topocorr))); end % in case z-scores are too tightly distributed
173
+
174
+ % Aggregate all this
175
+ bad_ICAs{1}=bad_ADJUST_ICAs;
176
+ bad_ICAs{2}=bad_VEOG_ICAs;
177
+ bad_ICAs{3}=bad_TEMPLATE_ICAs;
178
+ bad_ICAs{4}=[sum(goodepochs),epochsneeded];
179
+
180
+ elseif Do_ICA~=1 && hasVEOG==1
181
+
182
+ % Do Gratton Method
183
+ EEG.data = gratton( EEG.data, VEOG(:,goodepochs), 200, 20 ); % Defaults for voltage (200 uV) and window (20 ms) | requires statistics toolbox
184
+ bad_ICAs='No ICAs, Ran Gratton';
185
+
186
+ end
187
+
188
+ %% Show Stats
189
+
190
+ elapsed=toc;
191
+ pBAD_CHANS=(length(bad_chans{3})./dims(1))*100;
192
+ pBAD_EPOCHS=(sum(bad_epochs{3})./dims(3))*100;
193
+
194
+ % Show ERP and Topo after rejecting blink ICA, but don't actually remove that from the real EEG data
195
+ tempeeg=EEG; % archive real set
196
+ EEG = pop_subcomp( EEG, bad_TEMPLATE_ICAs, 0); % remove TEMPLATE ICAs
197
+ PostFixERP=eegfilt(squeeze(mean(EEG.data(Vertex,:,:),3)),EEG.srate,[],20); % Get ERP
198
+ PostFixERP=PostFixERP-repmat(mean(PostFixERP),1,length(PostFixERP)); % Ersatz Baseline
199
+ PostFixTopo=squeeze(mean(mean(EEG.data(:,T1:T2,:),2),3)); % Topo w/o blinks
200
+ clear EEG; EEG=tempeeg; clear tempeeg; % recover archive set for output
201
+
202
+ figure;
203
+ subplot(2,3,1)
204
+ pie([dims(1)-length(bad_chans{3}),length(bad_chans{3})],[0 1],{['Good=',num2str(dims(1)-length(bad_chans{3}))],['Bad=',num2str(length(bad_chans{3}))]})
205
+ title(['Subj: ',num2str(SubjID), ' Bad Chans']);
206
+ subplot(2,3,2)
207
+ pie([dims(3)-sum(bad_epochs{EP2REJ}),sum(bad_epochs{EP2REJ})],[0 1],{['Good=',num2str(dims(3)-sum(bad_epochs{EP2REJ}))],['Bad=',num2str(sum(bad_epochs{EP2REJ}))]})
208
+ title(['Subj: ',num2str(SubjID), ' Bad Epochs']);
209
+ subplot(2,3,3)
210
+ if Do_ICA==1
211
+ text(.2, .90, ['Bad ADJUST ICAs: ',num2str(bad_ICAs{1})]);
212
+ text(.2, .75, ['Bad VEOGcorr ICAs: ',num2str(bad_ICAs{2})]);
213
+ text(.2, .60, ['Bad TEMPLATE ICAs: ',num2str(bad_ICAs{3})]);
214
+ text(.2, .45, ['Epochs Needed for ICA: ',num2str(bad_ICAs{4}(2))]);
215
+ text(.2, .30, ['Epochs in Dataset (good): ',num2str(bad_ICAs{4}(1))]);
216
+ text(.2, .15, ['Mins Elapsed: ',num2str(elapsed/60)]);
217
+ else
218
+ text(.2, .50, bad_ICAs);
219
+ text(.2, .05, ['Mins Elapsed: ',num2str(elapsed/60)]);
220
+ end
221
+ set(gca,'visible','off');
222
+ %
223
+ subplot(2,3,4)
224
+ hold on
225
+ topoplot(PreFixTopo,EEG.chanlocs);
226
+ title('Topo Before Fixes (300-400 ms)');
227
+ subplot(2,3,5)
228
+ hold on
229
+ topoplot(PostFixTopo,EEG.chanlocs);
230
+ title('Topo After Fixes (300-400 ms)');
231
+ subplot(2,3,6)
232
+ hold on
233
+ plot(EEG.times,PreFixERP,'r');
234
+ plot(EEG.times,PostFixERP,'b--');
235
+ legend({'Pre-Fixes','Post-Fixes'},'Location','SouthOutside');
236
+ title('ERP at Vertex (20 Hz Filter)');
237
+ % Save that shiznit
238
+ saveas(gcf, [appledir,num2str(SubjID),'_APPLE.png'],'png');
239
+ close all;
240
+
241
+ % Save a map of the original ICAs
242
+ pop_selectcomps(EEG, [1:30] );
243
+ saveas(gcf, [appledir,num2str(SubjID),'_APPLE_ICAs.png'],'png');
244
+ close all;
245
+
246
+ function [lengths] = min_z_JFC(list_properties,rejection_options)
247
+ if (~exist('rejection_options','var'))
248
+ rejection_options.measure=ones(1,size(list_properties,2));
249
+ rejection_options.z=3*ones(1,size(list_properties,2));
250
+ end
251
+
252
+ rejection_options.measure=logical(rejection_options.measure);
253
+ zs=list_properties-repmat(mean(list_properties,1),size(list_properties,1),1);
254
+ zs=zs./repmat(std(zs,[],1),size(list_properties,1),1);
255
+ zs(isnan(zs))=0;
256
+ %all_l = abs(zs) > repmat(rejection_options.z,size(list_properties,1),1);
257
+ %lengths = any(all_l(:,rejection_options.measure),2);
258
+
259
+ lengths = abs(zs) > repmat(rejection_options.z,size(list_properties,1),1);
260
+ %% Unused ideas
261
+
262
+
263
+ % for chani=1:length(TOTAL_bad_chans)
264
+ % goodicachans(chani,:)=eeg_chans~=TOTAL_bad_chans(chani);
265
+ % end
266
+ % Chans4ICA=(sum(goodicachans,1)./length(TOTAL_bad_chans))==1;
scripts/NScan_Chanlocs_60.mat ADDED
Binary file (4.43 kB). View file
 
scripts/Revisions_Only_Corr.m ADDED
@@ -0,0 +1,129 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ %%
2
+
3
+ % Just for revisions
4
+
5
+
6
+ %% CONFLICT CONGRUENT
7
+ BigN=size(MEGA_ERP_Corr,1);
8
+ tx=-2000:2:1998;
9
+ t1=find(tx==-500); t2=find(tx==1000);
10
+ tx2disp=-500:2:1000;
11
+
12
+ P2=200; P2range=10; % in ms
13
+ N2=275; N2range=20;
14
+ P3=450; P3range=150;
15
+ LATE=700; LATErange=250;
16
+
17
+ figure;
18
+ subplot(4,1,1); hold on
19
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP_Corr(:,19,t1:t2,[2,4,6,8]),4),1)),'r','linewidth',2);
20
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP_Corr(:,19,t1:t2,[1,3,5,7]),4),1)),'b','linewidth',2);
21
+ shadedErrorBar(tx2disp,squeeze(mean(mean(MEGA_ERP_Corr(:,19,t1:t2,[2,4,6,8]),4),1)),squeeze(std(mean(MEGA_ERP_Corr(:,19,t1:t2,[2,4,6,8]),4),1))./sqrt(BigN),'r');
22
+ shadedErrorBar(tx2disp,squeeze(mean(mean(MEGA_ERP_Corr(:,19,t1:t2,[1,3,5,7]),4),1)),squeeze(std(mean(MEGA_ERP_Corr(:,19,t1:t2,[1,3,5,7]),4),1))./sqrt(BigN),'b');
23
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP_Corr(:,19,t1:t2,[2,4,6,8]),4),1)),'r','linewidth',2);
24
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP_Corr(:,19,t1:t2,[1,3,5,7]),4),1)),'b','linewidth',2);
25
+ % plot(mean(mean(RT(:,[2,4,6,8]))),[10],'ro');
26
+ % plot(mean(mean(RT(:,[1,3,5,7]))),[10],'bo');
27
+ % plot([0 0],[-5 15],'k:'); plot([-500 1000],[0 0],'k:');
28
+ %plot([P2 P2],[-5 15],'m'); plot([P2-10 P2-10],[-5 15],'c'); plot([P2+10 P2+10],[-5 15],'c'); text(P2,-5,'P2');
29
+ % plot([N2 N2],[-5 15],'m'); plot([N2-20 N2-20],[-5 15],'c'); plot([N2+20 N2+20],[-5 15],'c'); text(N2,-5,'N2');
30
+ title('FCz')
31
+ legend({'CONFLICT','CONGRUENT'})
32
+
33
+ subplot(4,1,2); hold on
34
+ shadedErrorBar(tx2disp,squeeze(mean(mean(MEGA_ERP_Corr(:,28,t1:t2,[2,4,6,8]),4),1)),squeeze(std(mean(MEGA_ERP_Corr(:,28,t1:t2,[2,4,6,8]),4),1))./sqrt(BigN),'r');
35
+ shadedErrorBar(tx2disp,squeeze(mean(mean(MEGA_ERP_Corr(:,28,t1:t2,[1,3,5,7]),4),1)),squeeze(std(mean(MEGA_ERP_Corr(:,28,t1:t2,[1,3,5,7]),4),1))./sqrt(BigN),'b');
36
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP_Corr(:,28,t1:t2,[2,4,6,8]),4),1)),'r','linewidth',2);
37
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP_Corr(:,28,t1:t2,[1,3,5,7]),4),1)),'b','linewidth',2);
38
+ % plot(mean(mean(RT(:,[2,4,6,8]))),[10],'ro');
39
+ % plot(mean(mean(RT(:,[1,3,5,7]))),[10],'bo');
40
+ % plot([0 0],[-5 15],'k:'); plot([-500 1000],[0 0],'k:');
41
+ % %plot([P2 P2],[-5 15],'m'); plot([P2-10 P2-10],[-5 15],'c'); plot([P2+10 P2+10],[-5 15],'c'); text(P2,-5,'P2');
42
+ % %plot([N2 N2],[-5 15],'m'); plot([N2-20 N2-20],[-5 15],'c'); plot([N2+20 N2+20],[-5 15],'c'); text(N2,-5,'N2');
43
+ % plot([P3 P3],[-5 15],'m'); plot([P3-P3range P3-P3range],[-5 15],'c'); plot([P3+P3range P3+P3range],[-5 15],'c'); text(P3,-5,'P3');
44
+ title('Cz')
45
+
46
+ subplot(4,1,3); hold on
47
+ shadedErrorBar(tx2disp,squeeze(mean(mean(MEGA_ERP_Corr(:,46,t1:t2,[2,4,6,8]),4),1)),squeeze(std(mean(MEGA_ERP_Corr(:,46,t1:t2,[2,4,6,8]),4),1))./sqrt(BigN),'r');
48
+ shadedErrorBar(tx2disp,squeeze(mean(mean(MEGA_ERP_Corr(:,46,t1:t2,[1,3,5,7]),4),1)),squeeze(std(mean(MEGA_ERP_Corr(:,46,t1:t2,[1,3,5,7]),4),1))./sqrt(BigN),'b');
49
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP_Corr(:,46,t1:t2,[2,4,6,8]),4),1)),'r','linewidth',2);
50
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP_Corr(:,46,t1:t2,[1,3,5,7]),4),1)),'b','linewidth',2);
51
+ % plot(mean(mean(RT(:,[2,4,6,8]))),[10],'ro');
52
+ % plot(mean(mean(RT(:,[1,3,5,7]))),[10],'bo');
53
+ % plot([0 0],[-5 15],'k:'); plot([-500 1000],[0 0],'k:');
54
+ % plot([P3 P3],[-5 15],'m'); plot([P3-P3range P3-P3range],[-5 15],'c'); plot([P3+P3range P3+P3range],[-5 15],'c'); text(P3,-5,'P3');
55
+ % plot([LATE LATE],[-5 15],'m'); plot([LATE-LATErange LATE-LATErange],[-5 15],'c'); plot([LATE+LATErange LATE+LATErange],[-5 15],'c'); text(LATE,-5,'LATE');
56
+ title('Pz')
57
+
58
+ subplot(4,1,4); hold on
59
+ tx=-2000:2:1998;
60
+ LRP_t1=find(tx==-1000); LRP_t2=find(tx==500);
61
+ LRP_tx2disp=-1000:2:500;
62
+ shadedErrorBar(LRP_tx2disp,squeeze(mean(mean(MEGA_ERP_RESP_Corr(:,LRP_t1:LRP_t2,[2,4,6,8]),3),1)),squeeze(std(mean(MEGA_ERP_RESP_Corr(:,LRP_t1:LRP_t2,[2,4,6,8]),3),1))./sqrt(BigN),'r');
63
+ shadedErrorBar(LRP_tx2disp,squeeze(mean(mean(MEGA_ERP_RESP_Corr(:,LRP_t1:LRP_t2,[1,3,5,7]),3),1)),squeeze(std(mean(MEGA_ERP_RESP_Corr(:,LRP_t1:LRP_t2,[1,3,5,7]),3),1))./sqrt(BigN),'b');
64
+ plot(LRP_tx2disp,squeeze(mean(mean(MEGA_ERP_RESP_Corr(:,LRP_t1:LRP_t2,[2,4,6,8]),3),1)),'r','linewidth',2);
65
+ plot(LRP_tx2disp,squeeze(mean(mean(MEGA_ERP_RESP_Corr(:,LRP_t1:LRP_t2,[1,3,5,7]),3),1)),'b','linewidth',2);
66
+ plot([0 0],[-.1 .1],'k:'); plot([-1000 500],[0 0],'k:');
67
+ % plot([-300 -300],[-2 2],'c'); plot([-150 -150],[-2 2],'c');
68
+ % plot([-150 -150],[-2 2],'c'); plot([-50 -50],[-2 2],'c');
69
+ title('LRP')
70
+
71
+
72
+ %% REPEAT vs. SWITCH
73
+
74
+ figure;
75
+ site=19;
76
+ subplot(4,1,1); hold on
77
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP_Corr(:,site,t1:t2,1:4),4),1)),'k','linewidth',2);
78
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP_Corr(:,site,t1:t2,5:8),4),1)),'g','linewidth',2);
79
+ shadedErrorBar(tx2disp,squeeze(mean(mean(MEGA_ERP_Corr(:,site,t1:t2,1:4),4),1)),squeeze(std(mean(MEGA_ERP_Corr(:,site,t1:t2,1:4),4),1))./sqrt(BigN),'k');
80
+ shadedErrorBar(tx2disp,squeeze(mean(mean(MEGA_ERP_Corr(:,site,t1:t2,5:8),4),1)),squeeze(std(mean(MEGA_ERP_Corr(:,site,t1:t2,5:8),4),1))./sqrt(BigN),'g');
81
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP_Corr(:,site,t1:t2,1:4),4),1)),'k','linewidth',2);
82
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP_Corr(:,site,t1:t2,5:8),4),1)),'g','linewidth',2);
83
+ % plot(mean(mean(RT(:,1:4))),[10],'ko');
84
+ % plot(mean(mean(RT(:,5:8))),[10],'go');
85
+ % plot([0 0],[-5 15],'k:'); plot([-500 1000],[0 0],'k:');
86
+ % % plot([P2 P2],[-5 15],'m'); plot([P2-10 P2-10],[-5 15],'c'); plot([P2+10 P2+10],[-5 15],'c'); text(P2,-5,'P2');
87
+ % plot([N2 N2],[-5 15],'m'); plot([N2-20 N2-20],[-5 15],'c'); plot([N2+20 N2+20],[-5 15],'c'); text(N2,-5,'N2');
88
+ title('FCz')
89
+ legend({'REPEAT','SWITCH'})
90
+
91
+ subplot(4,1,2); hold on
92
+ site=28;
93
+ shadedErrorBar(tx2disp,squeeze(mean(mean(MEGA_ERP_Corr(:,site,t1:t2,1:4),4),1)),squeeze(std(mean(MEGA_ERP_Corr(:,site,t1:t2,1:4),4),1))./sqrt(BigN),'k');
94
+ shadedErrorBar(tx2disp,squeeze(mean(mean(MEGA_ERP_Corr(:,site,t1:t2,5:8),4),1)),squeeze(std(mean(MEGA_ERP_Corr(:,site,t1:t2,5:8),4),1))./sqrt(BigN),'g');
95
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP_Corr(:,site,t1:t2,1:4),4),1)),'k','linewidth',2);
96
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP_Corr(:,site,t1:t2,5:8),4),1)),'g','linewidth',2);
97
+ % plot(mean(mean(RT(:,1:4))),[10],'ko');
98
+ % plot(mean(mean(RT(:,5:8))),[10],'go');
99
+ % plot([0 0],[-5 15],'k:'); plot([-500 1000],[0 0],'k:');
100
+ % %plot([P2 P2],[-5 15],'m'); plot([P2-10 P2-10],[-5 15],'c'); plot([P2+10 P2+10],[-5 15],'c'); text(P2,-5,'P2');
101
+ % %plot([N2 N2],[-5 15],'m'); plot([N2-20 N2-20],[-5 15],'c'); plot([N2+20 N2+20],[-5 15],'c'); text(N2,-5,'N2');
102
+ % plot([P3 P3],[-5 15],'m'); plot([P3-P3range P3-P3range],[-5 15],'c'); plot([P3+P3range P3+P3range],[-5 15],'c'); text(P3,-5,'P3');
103
+ title('Cz')
104
+
105
+ subplot(4,1,3); hold on
106
+ site=46;
107
+ shadedErrorBar(tx2disp,squeeze(mean(mean(MEGA_ERP_Corr(:,site,t1:t2,1:4),4),1)),squeeze(std(mean(MEGA_ERP_Corr(:,site,t1:t2,1:4),4),1))./sqrt(BigN),'k');
108
+ shadedErrorBar(tx2disp,squeeze(mean(mean(MEGA_ERP_Corr(:,site,t1:t2,5:8),4),1)),squeeze(std(mean(MEGA_ERP_Corr(:,site,t1:t2,5:8),4),1))./sqrt(BigN),'g');
109
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP_Corr(:,site,t1:t2,1:4),4),1)),'k','linewidth',2);
110
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP_Corr(:,site,t1:t2,5:8),4),1)),'g','linewidth',2);
111
+ % plot(mean(mean(RT(:,1:4))),[10],'ko');
112
+ % plot(mean(mean(RT(:,5:8))),[10],'go');
113
+ % plot([0 0],[-5 15],'k:'); plot([-500 1000],[0 0],'k:');
114
+ % plot([P3 P3],[-5 15],'m'); plot([P3-P3range P3-P3range],[-5 15],'c'); plot([P3+P3range P3+P3range],[-5 15],'c'); text(P3,-5,'P3');
115
+ % plot([LATE LATE],[-5 15],'m'); plot([LATE-LATErange LATE-LATErange],[-5 15],'c'); plot([LATE+LATErange LATE+LATErange],[-5 15],'c'); text(LATE,-5,'LATE');
116
+ title('Pz')
117
+
118
+ subplot(4,1,4); hold on
119
+ tx=-2000:2:1998;
120
+ LRP_t1=find(tx==-1000); LRP_t2=find(tx==500);
121
+ LRP_tx2disp=-1000:2:500;
122
+ shadedErrorBar(LRP_tx2disp,squeeze(mean(mean(MEGA_ERP_RESP_Corr(:,LRP_t1:LRP_t2,1:4),3),1)),squeeze(std(mean(MEGA_ERP_RESP_Corr(:,LRP_t1:LRP_t2,1:4),3),1))./sqrt(BigN),'k');
123
+ shadedErrorBar(LRP_tx2disp,squeeze(mean(mean(MEGA_ERP_RESP_Corr(:,LRP_t1:LRP_t2,5:8),3),1)),squeeze(std(mean(MEGA_ERP_RESP_Corr(:,LRP_t1:LRP_t2,5:8),3),1))./sqrt(BigN),'g');
124
+ plot(LRP_tx2disp,squeeze(mean(mean(MEGA_ERP_RESP_Corr(:,LRP_t1:LRP_t2,1:4),3),1)),'k','linewidth',2);
125
+ plot(LRP_tx2disp,squeeze(mean(mean(MEGA_ERP_RESP_Corr(:,LRP_t1:LRP_t2,5:8),3),1)),'g','linewidth',2);
126
+ plot([0 0],[-.1 .1],'k:'); plot([-1000 500],[0 0],'k:');
127
+ % plot([-300 -300],[-2 2],'c'); plot([-150 -150],[-2 2],'c');
128
+ % plot([-150 -150],[-2 2],'c'); plot([-50 -50],[-2 2],'c');
129
+ title('LRP')
scripts/Revisions_Only_LRPwithStim.m ADDED
@@ -0,0 +1,64 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ %% LRP locked to stim
2
+ figure;
3
+
4
+ subplot(4,1,1); hold on
5
+ tx=-2000:2:1998;
6
+ LRP_t1=find(tx==-500); LRP_t2=find(tx==1000);
7
+ LRP_tx2disp=-500:2:1000;
8
+ shadedErrorBar(LRP_tx2disp,squeeze(mean(mean(MEGA_ERP_LRP_to_STIM(:,LRP_t1:LRP_t2,[2,4,6,8]),3),1)),squeeze(std(mean(MEGA_ERP_LRP_to_STIM(:,LRP_t1:LRP_t2,[2,4,6,8]),3),1))./sqrt(BigN),'r');
9
+ shadedErrorBar(LRP_tx2disp,squeeze(mean(mean(MEGA_ERP_LRP_to_STIM(:,LRP_t1:LRP_t2,[1,3,5,7]),3),1)),squeeze(std(mean(MEGA_ERP_LRP_to_STIM(:,LRP_t1:LRP_t2,[1,3,5,7]),3),1))./sqrt(BigN),'b');
10
+ plot(LRP_tx2disp,squeeze(mean(mean(MEGA_ERP_LRP_to_STIM(:,LRP_t1:LRP_t2,[2,4,6,8]),3),1)),'r','linewidth',2);
11
+ plot(LRP_tx2disp,squeeze(mean(mean(MEGA_ERP_LRP_to_STIM(:,LRP_t1:LRP_t2,[1,3,5,7]),3),1)),'b','linewidth',2);
12
+ plot(mean(mean(RT(:,[2,4,6,8]))),[2],'ro');
13
+ plot(mean(mean(RT(:,[1,3,5,7]))),[2],'bo');
14
+ plot([0 0],[-4 4],'k:'); plot([-500 1000],[0 0],'k:');
15
+ plot([N2 N2],[-4 4],'m'); plot([N2-20 N2-20],[-4 4],'c'); plot([N2+20 N2+20],[-4 4],'c'); text(N2,-1,'N2');
16
+ plot([P3Peak_Conf P3Peak_Conf],[-4 4],'r');
17
+ plot([P3Peak_Cong P3Peak_Cong],[-4 4],'b');
18
+ title('LRP Locked to Stim')
19
+
20
+ subplot(4,1,2); hold on
21
+ tx=-2000:2:1998;
22
+ LRP_t1=find(tx==-1000); LRP_t2=find(tx==500);
23
+ LRP_tx2disp=-1000:2:500;
24
+ shadedErrorBar(LRP_tx2disp,squeeze(mean(mean(MEGA_ERP_RESP(:,LRP_t1:LRP_t2,[2,4,6,8]),3),1)),squeeze(std(mean(MEGA_ERP_RESP(:,LRP_t1:LRP_t2,[2,4,6,8]),3),1))./sqrt(BigN),'r');
25
+ shadedErrorBar(LRP_tx2disp,squeeze(mean(mean(MEGA_ERP_RESP(:,LRP_t1:LRP_t2,[1,3,5,7]),3),1)),squeeze(std(mean(MEGA_ERP_RESP(:,LRP_t1:LRP_t2,[1,3,5,7]),3),1))./sqrt(BigN),'b');
26
+ plot(LRP_tx2disp,squeeze(mean(mean(MEGA_ERP_RESP(:,LRP_t1:LRP_t2,[2,4,6,8]),3),1)),'r','linewidth',2);
27
+ plot(LRP_tx2disp,squeeze(mean(mean(MEGA_ERP_RESP(:,LRP_t1:LRP_t2,[1,3,5,7]),3),1)),'b','linewidth',2);
28
+ plot([0 0],[-4 4],'k:'); plot([-1000 500],[0 0],'k:');
29
+ plot([-300 -300],[-2 2],'c'); plot([-150 -150],[-2 2],'c');
30
+ plot([-150 -150],[-2 2],'c'); plot([-50 -50],[-2 2],'c');
31
+ title('LRP')
32
+
33
+ subplot(4,1,3); hold on
34
+ tx=-2000:2:1998;
35
+ LRP_t1=find(tx==-500); LRP_t2=find(tx==1000);
36
+ LRP_tx2disp=-500:2:1000;
37
+ shadedErrorBar(LRP_tx2disp,squeeze(mean(mean(MEGA_ERP_LRP_to_STIM(:,LRP_t1:LRP_t2,1:4),3),1)),squeeze(std(mean(MEGA_ERP_LRP_to_STIM(:,LRP_t1:LRP_t2,1:4),3),1))./sqrt(BigN),'k');
38
+ shadedErrorBar(LRP_tx2disp,squeeze(mean(mean(MEGA_ERP_LRP_to_STIM(:,LRP_t1:LRP_t2,5:8),3),1)),squeeze(std(mean(MEGA_ERP_LRP_to_STIM(:,LRP_t1:LRP_t2,5:8),3),1))./sqrt(BigN),'g');
39
+ plot(LRP_tx2disp,squeeze(mean(mean(MEGA_ERP_LRP_to_STIM(:,LRP_t1:LRP_t2,1:4),3),1)),'k','linewidth',2);
40
+ plot(LRP_tx2disp,squeeze(mean(mean(MEGA_ERP_LRP_to_STIM(:,LRP_t1:LRP_t2,5:8),3),1)),'g','linewidth',2);
41
+ plot([N2 N2],[-4 4],'m'); plot([N2-20 N2-20],[-4 4],'c'); plot([N2+20 N2+20],[-4 4],'c'); text(N2,-1,'N2');
42
+ plot(mean(mean(RT(:,1:4))),[2],'ko');
43
+ plot(mean(mean(RT(:,5:8))),[2],'go');
44
+ plot([0 0],[-4 4],'k:'); plot([-500 1000],[0 0],'k:');
45
+ plot([-300 -300],[-2 2],'c'); plot([-150 -150],[-2 2],'c');
46
+ plot([-150 -150],[-2 2],'c'); plot([-50 -50],[-2 2],'c');
47
+ plot([P3Peak_Rep P3Peak_Rep],[-4 4],'k');
48
+ plot([P3Peak_Swtch P3Peak_Swtch],[-4 4],'g');
49
+ title('LRP Locked to Stim')
50
+
51
+ subplot(4,1,4); hold on
52
+ tx=-2000:2:1998;
53
+ LRP_t1=find(tx==-1000); LRP_t2=find(tx==500);
54
+ LRP_tx2disp=-1000:2:500;
55
+ shadedErrorBar(LRP_tx2disp,squeeze(mean(mean(MEGA_ERP_RESP(:,LRP_t1:LRP_t2,1:4),3),1)),squeeze(std(mean(MEGA_ERP_RESP(:,LRP_t1:LRP_t2,1:4),3),1))./sqrt(BigN),'k');
56
+ shadedErrorBar(LRP_tx2disp,squeeze(mean(mean(MEGA_ERP_RESP(:,LRP_t1:LRP_t2,5:8),3),1)),squeeze(std(mean(MEGA_ERP_RESP(:,LRP_t1:LRP_t2,5:8),3),1))./sqrt(BigN),'g');
57
+ plot(LRP_tx2disp,squeeze(mean(mean(MEGA_ERP_RESP(:,LRP_t1:LRP_t2,1:4),3),1)),'k','linewidth',2);
58
+ plot(LRP_tx2disp,squeeze(mean(mean(MEGA_ERP_RESP(:,LRP_t1:LRP_t2,5:8),3),1)),'g','linewidth',2);
59
+ plot([0 0],[-4 4],'k:'); plot([-1000 500],[0 0],'k:');
60
+ plot([-300 -300],[-2 2],'c'); plot([-150 -150],[-2 2],'c');
61
+ plot([-150 -150],[-2 2],'c'); plot([-50 -50],[-2 2],'c');
62
+ title('LRP')
63
+
64
+
scripts/Revisions_Only_MinTrialCount.m ADDED
@@ -0,0 +1,183 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ %%
2
+
3
+ % Just for revisions
4
+
5
+
6
+ %% CONFLICT CONGRUENT
7
+ BigN=size(MEGA_ERP_minsize,1);
8
+ tx=-2000:2:1998;
9
+ t1=find(tx==-500); t2=find(tx==1000);
10
+ tx2disp=-500:2:1000;
11
+
12
+ P2=200; P2range=10; % in ms
13
+ N2=275; N2range=20;
14
+ P3=450; P3range=150;
15
+ LATE=700; LATErange=250;
16
+
17
+ figure;
18
+ subplot(4,1,1); hold on
19
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP_minsize(:,19,t1:t2,[2,4,6,8]),4),1)),'r','linewidth',2);
20
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP_minsize(:,19,t1:t2,[1,3,5,7]),4),1)),'b','linewidth',2);
21
+ shadedErrorBar(tx2disp,squeeze(mean(mean(MEGA_ERP_minsize(:,19,t1:t2,[2,4,6,8]),4),1)),squeeze(std(mean(MEGA_ERP_minsize(:,19,t1:t2,[2,4,6,8]),4),1))./sqrt(BigN),'r');
22
+ shadedErrorBar(tx2disp,squeeze(mean(mean(MEGA_ERP_minsize(:,19,t1:t2,[1,3,5,7]),4),1)),squeeze(std(mean(MEGA_ERP_minsize(:,19,t1:t2,[1,3,5,7]),4),1))./sqrt(BigN),'b');
23
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP_minsize(:,19,t1:t2,[2,4,6,8]),4),1)),'r','linewidth',2);
24
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP_minsize(:,19,t1:t2,[1,3,5,7]),4),1)),'b','linewidth',2);
25
+ plot(mean(mean(RT(:,[2,4,6,8]))),[10],'ro');
26
+ plot(mean(mean(RT(:,[1,3,5,7]))),[10],'bo');
27
+ plot([0 0],[-5 15],'k:'); plot([-500 1000],[0 0],'k:');
28
+ %plot([P2 P2],[-5 15],'m'); plot([P2-10 P2-10],[-5 15],'c'); plot([P2+10 P2+10],[-5 15],'c'); text(P2,-5,'P2');
29
+ plot([N2 N2],[-5 15],'m'); plot([N2-20 N2-20],[-5 15],'c'); plot([N2+20 N2+20],[-5 15],'c'); text(N2,-5,'N2');
30
+ title('FCz')
31
+ legend({'CONFLICT','CONGRUENT'})
32
+
33
+ subplot(4,1,2); hold on
34
+ shadedErrorBar(tx2disp,squeeze(mean(mean(MEGA_ERP_minsize(:,28,t1:t2,[2,4,6,8]),4),1)),squeeze(std(mean(MEGA_ERP_minsize(:,28,t1:t2,[2,4,6,8]),4),1))./sqrt(BigN),'r');
35
+ shadedErrorBar(tx2disp,squeeze(mean(mean(MEGA_ERP_minsize(:,28,t1:t2,[1,3,5,7]),4),1)),squeeze(std(mean(MEGA_ERP_minsize(:,28,t1:t2,[1,3,5,7]),4),1))./sqrt(BigN),'b');
36
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP_minsize(:,28,t1:t2,[2,4,6,8]),4),1)),'r','linewidth',2);
37
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP_minsize(:,28,t1:t2,[1,3,5,7]),4),1)),'b','linewidth',2);
38
+ plot(mean(mean(RT(:,[2,4,6,8]))),[10],'ro');
39
+ plot(mean(mean(RT(:,[1,3,5,7]))),[10],'bo');
40
+ plot([0 0],[-5 15],'k:'); plot([-500 1000],[0 0],'k:');
41
+ %plot([P2 P2],[-5 15],'m'); plot([P2-10 P2-10],[-5 15],'c'); plot([P2+10 P2+10],[-5 15],'c'); text(P2,-5,'P2');
42
+ %plot([N2 N2],[-5 15],'m'); plot([N2-20 N2-20],[-5 15],'c'); plot([N2+20 N2+20],[-5 15],'c'); text(N2,-5,'N2');
43
+ plot([P3 P3],[-5 15],'m'); plot([P3-P3range P3-P3range],[-5 15],'c'); plot([P3+P3range P3+P3range],[-5 15],'c'); text(P3,-5,'P3');
44
+ title('Cz')
45
+
46
+ subplot(4,1,3); hold on
47
+ shadedErrorBar(tx2disp,squeeze(mean(mean(MEGA_ERP_minsize(:,46,t1:t2,[2,4,6,8]),4),1)),squeeze(std(mean(MEGA_ERP_minsize(:,46,t1:t2,[2,4,6,8]),4),1))./sqrt(BigN),'r');
48
+ shadedErrorBar(tx2disp,squeeze(mean(mean(MEGA_ERP_minsize(:,46,t1:t2,[1,3,5,7]),4),1)),squeeze(std(mean(MEGA_ERP_minsize(:,46,t1:t2,[1,3,5,7]),4),1))./sqrt(BigN),'b');
49
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP_minsize(:,46,t1:t2,[2,4,6,8]),4),1)),'r','linewidth',2);
50
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP_minsize(:,46,t1:t2,[1,3,5,7]),4),1)),'b','linewidth',2);
51
+ plot(mean(mean(RT(:,[2,4,6,8]))),[10],'ro');
52
+ plot(mean(mean(RT(:,[1,3,5,7]))),[10],'bo');
53
+ plot([0 0],[-5 15],'k:'); plot([-500 1000],[0 0],'k:');
54
+ plot([P3 P3],[-5 15],'m'); plot([P3-P3range P3-P3range],[-5 15],'c'); plot([P3+P3range P3+P3range],[-5 15],'c'); text(P3,-5,'P3');
55
+ plot([LATE LATE],[-5 15],'m'); plot([LATE-LATErange LATE-LATErange],[-5 15],'c'); plot([LATE+LATErange LATE+LATErange],[-5 15],'c'); text(LATE,-5,'LATE');
56
+ title('Pz')
57
+
58
+ subplot(4,1,4); hold on
59
+ tx=-2000:2:1998;
60
+ LRP_t1=find(tx==-1000); LRP_t2=find(tx==500);
61
+ LRP_tx2disp=-1000:2:500;
62
+ shadedErrorBar(LRP_tx2disp,squeeze(mean(mean(MEGA_ERP_LRP_minsize(:,LRP_t1:LRP_t2,[2,4,6,8]),3),1)),squeeze(std(mean(MEGA_ERP_LRP_minsize(:,LRP_t1:LRP_t2,[2,4,6,8]),3),1))./sqrt(BigN),'r');
63
+ shadedErrorBar(LRP_tx2disp,squeeze(mean(mean(MEGA_ERP_LRP_minsize(:,LRP_t1:LRP_t2,[1,3,5,7]),3),1)),squeeze(std(mean(MEGA_ERP_LRP_minsize(:,LRP_t1:LRP_t2,[1,3,5,7]),3),1))./sqrt(BigN),'b');
64
+ plot(LRP_tx2disp,squeeze(mean(mean(MEGA_ERP_LRP_minsize(:,LRP_t1:LRP_t2,[2,4,6,8]),3),1)),'r','linewidth',2);
65
+ plot(LRP_tx2disp,squeeze(mean(mean(MEGA_ERP_LRP_minsize(:,LRP_t1:LRP_t2,[1,3,5,7]),3),1)),'b','linewidth',2);
66
+ plot([0 0],[-4 4],'k:'); plot([-1000 500],[0 0],'k:');
67
+ plot([-300 -300],[-2 2],'c'); plot([-150 -150],[-2 2],'c');
68
+ plot([-150 -150],[-2 2],'c'); plot([-50 -50],[-2 2],'c');
69
+ title('LRP')
70
+
71
+
72
+ %% REPEAT vs. SWITCH
73
+
74
+ figure;
75
+ site=19;
76
+ subplot(4,1,1); hold on
77
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP_minsize(:,site,t1:t2,1:4),4),1)),'k','linewidth',2);
78
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP_minsize(:,site,t1:t2,5:8),4),1)),'g','linewidth',2);
79
+ shadedErrorBar(tx2disp,squeeze(mean(mean(MEGA_ERP_minsize(:,site,t1:t2,1:4),4),1)),squeeze(std(mean(MEGA_ERP_minsize(:,site,t1:t2,1:4),4),1))./sqrt(BigN),'k');
80
+ shadedErrorBar(tx2disp,squeeze(mean(mean(MEGA_ERP_minsize(:,site,t1:t2,5:8),4),1)),squeeze(std(mean(MEGA_ERP_minsize(:,site,t1:t2,5:8),4),1))./sqrt(BigN),'g');
81
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP_minsize(:,site,t1:t2,1:4),4),1)),'k','linewidth',2);
82
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP_minsize(:,site,t1:t2,5:8),4),1)),'g','linewidth',2);
83
+ plot(mean(mean(RT(:,1:4))),[10],'ko');
84
+ plot(mean(mean(RT(:,5:8))),[10],'go');
85
+ plot([0 0],[-5 15],'k:'); plot([-500 1000],[0 0],'k:');
86
+ % plot([P2 P2],[-5 15],'m'); plot([P2-10 P2-10],[-5 15],'c'); plot([P2+10 P2+10],[-5 15],'c'); text(P2,-5,'P2');
87
+ plot([N2 N2],[-5 15],'m'); plot([N2-20 N2-20],[-5 15],'c'); plot([N2+20 N2+20],[-5 15],'c'); text(N2,-5,'N2');
88
+ title('FCz')
89
+ legend({'REPEAT','SWITCH'})
90
+
91
+ subplot(4,1,2); hold on
92
+ site=28;
93
+ shadedErrorBar(tx2disp,squeeze(mean(mean(MEGA_ERP_minsize(:,site,t1:t2,1:4),4),1)),squeeze(std(mean(MEGA_ERP_minsize(:,site,t1:t2,1:4),4),1))./sqrt(BigN),'k');
94
+ shadedErrorBar(tx2disp,squeeze(mean(mean(MEGA_ERP_minsize(:,site,t1:t2,5:8),4),1)),squeeze(std(mean(MEGA_ERP_minsize(:,site,t1:t2,5:8),4),1))./sqrt(BigN),'g');
95
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP_minsize(:,site,t1:t2,1:4),4),1)),'k','linewidth',2);
96
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP_minsize(:,site,t1:t2,5:8),4),1)),'g','linewidth',2);
97
+ plot(mean(mean(RT(:,1:4))),[10],'ko');
98
+ plot(mean(mean(RT(:,5:8))),[10],'go');
99
+ plot([0 0],[-5 15],'k:'); plot([-500 1000],[0 0],'k:');
100
+ %plot([P2 P2],[-5 15],'m'); plot([P2-10 P2-10],[-5 15],'c'); plot([P2+10 P2+10],[-5 15],'c'); text(P2,-5,'P2');
101
+ %plot([N2 N2],[-5 15],'m'); plot([N2-20 N2-20],[-5 15],'c'); plot([N2+20 N2+20],[-5 15],'c'); text(N2,-5,'N2');
102
+ plot([P3 P3],[-5 15],'m'); plot([P3-P3range P3-P3range],[-5 15],'c'); plot([P3+P3range P3+P3range],[-5 15],'c'); text(P3,-5,'P3');
103
+ title('Cz')
104
+
105
+ subplot(4,1,3); hold on
106
+ site=46;
107
+ shadedErrorBar(tx2disp,squeeze(mean(mean(MEGA_ERP_minsize(:,site,t1:t2,1:4),4),1)),squeeze(std(mean(MEGA_ERP_minsize(:,site,t1:t2,1:4),4),1))./sqrt(BigN),'k');
108
+ shadedErrorBar(tx2disp,squeeze(mean(mean(MEGA_ERP_minsize(:,site,t1:t2,5:8),4),1)),squeeze(std(mean(MEGA_ERP_minsize(:,site,t1:t2,5:8),4),1))./sqrt(BigN),'g');
109
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP_minsize(:,site,t1:t2,1:4),4),1)),'k','linewidth',2);
110
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP_minsize(:,site,t1:t2,5:8),4),1)),'g','linewidth',2);
111
+ plot(mean(mean(RT(:,1:4))),[10],'ko');
112
+ plot(mean(mean(RT(:,5:8))),[10],'go');
113
+ plot([0 0],[-5 15],'k:'); plot([-500 1000],[0 0],'k:');
114
+ plot([P3 P3],[-5 15],'m'); plot([P3-P3range P3-P3range],[-5 15],'c'); plot([P3+P3range P3+P3range],[-5 15],'c'); text(P3,-5,'P3');
115
+ plot([LATE LATE],[-5 15],'m'); plot([LATE-LATErange LATE-LATErange],[-5 15],'c'); plot([LATE+LATErange LATE+LATErange],[-5 15],'c'); text(LATE,-5,'LATE');
116
+ title('Pz')
117
+
118
+ subplot(4,1,4); hold on
119
+ tx=-2000:2:1998;
120
+ LRP_t1=find(tx==-1000); LRP_t2=find(tx==500);
121
+ LRP_tx2disp=-1000:2:500;
122
+ shadedErrorBar(LRP_tx2disp,squeeze(mean(mean(MEGA_ERP_LRP_minsize(:,LRP_t1:LRP_t2,1:4),3),1)),squeeze(std(mean(MEGA_ERP_LRP_minsize(:,LRP_t1:LRP_t2,1:4),3),1))./sqrt(BigN),'k');
123
+ shadedErrorBar(LRP_tx2disp,squeeze(mean(mean(MEGA_ERP_LRP_minsize(:,LRP_t1:LRP_t2,5:8),3),1)),squeeze(std(mean(MEGA_ERP_LRP_minsize(:,LRP_t1:LRP_t2,5:8),3),1))./sqrt(BigN),'g');
124
+ plot(LRP_tx2disp,squeeze(mean(mean(MEGA_ERP_LRP_minsize(:,LRP_t1:LRP_t2,1:4),3),1)),'k','linewidth',2);
125
+ plot(LRP_tx2disp,squeeze(mean(mean(MEGA_ERP_LRP_minsize(:,LRP_t1:LRP_t2,5:8),3),1)),'g','linewidth',2);
126
+ plot([0 0],[-4 4],'k:'); plot([-1000 500],[0 0],'k:');
127
+ plot([-300 -300],[-2 2],'c'); plot([-150 -150],[-2 2],'c');
128
+ plot([-150 -150],[-2 2],'c'); plot([-50 -50],[-2 2],'c');
129
+ title('LRP')
130
+
131
+
132
+
133
+ %% Get ROIs
134
+
135
+ SITE=[19,28,46];
136
+ for ai=1:3 % SITE=[FCz,Cz,Pz]
137
+ for bi=1:4 % TIMES=[P2,N2,P3,LATE];
138
+ for ci=1:8
139
+ MEANS(:,ai,bi,ci)=squeeze(mean(MEGA_ERP_minsize(:,SITE(ai),TIMEWINS{bi},ci),3));
140
+ end
141
+ end
142
+ end
143
+
144
+ TIMEWINS_LAT=find(tx==P3)-(P3range/2):find(tx==P3)+(P3range/2) ; % 300 to 600
145
+ P3actuallatency=P3-P3range:2:P3+P3range;
146
+ for si=1:size(MEGA_ERP_minsize,1)
147
+ for ai=1:3 % SITE=[FCz,Cz,Pz]
148
+ for ci=1:8
149
+ idx=find(squeeze(MEGA_ERP_minsize(si,SITE(ai),TIMEWINS_LAT,ci))==max(squeeze(MEGA_ERP_minsize(si,SITE(ai),TIMEWINS_LAT,ci))));
150
+ P3Latency(si,ai,ci)=P3actuallatency(idx);
151
+ end
152
+ end
153
+ end
154
+
155
+ %%
156
+ % % % % % Major cue-locked components were defined as the mean activity over the following windows and electrodes:
157
+ % % % % N2 (FCz: 275 +/- 20 ms),
158
+ % % % % P3 (Pz: 450 +/- 150 ms),
159
+ % % % % Slow wave (Pz, 700 +/- 250 ms),
160
+ % % % % additionally P3 peak times were quantified at the P3 window and electrode.
161
+ % % % % Response-locked LRP components were defined as the pre-LRP (-300 to -150 ms) and the LRP slope (-50 ms minus -150 ms).
162
+
163
+ clear ERPmean;
164
+
165
+ CHAN=3 ;% SITE=[FCz,Cz,Pz]
166
+ TIME=4 ;% TIMES=[P2,N2,P3,LATE];
167
+ ERPmean=squeeze(mean(MEANS(:,CHAN,TIME,:),2)); % -squeeze(MEANS(:,CHAN,2,:)); %
168
+
169
+ % ERPmean=squeeze(mean(P3Latency(:,3,:),2));
170
+
171
+ %%
172
+ clear ERPmean;
173
+
174
+ lrp1=find(tx==-300);
175
+ lrp2=find(tx==-150);
176
+ lrp3=find(tx==-50);
177
+
178
+ % ERPmean=-1* (squeeze(mean(MEGA_ERP_LRP_minsize(:,lrp3,:),2))-squeeze(mean(MEGA_ERP_LRP_minsize(:,lrp2,:),2)) ); LRP_TITLE='LRP SLOPE';
179
+ ERPmean=squeeze(mean(MEGA_ERP_LRP_minsize(:,lrp1:lrp2,:),2)); LRP_TITLE='PRE-LRP';
180
+
181
+
182
+
183
+
scripts/Step1_PreProc.m ADDED
@@ -0,0 +1,215 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ %% Step 1 - load Flankers data from OCD II Study
2
+ clear all; clc
3
+ addpath('Y:\EEG_Data\Flankers OCDII\');
4
+ datalocation='Y:\EEG_Data\Flankers OCDII\Raw Data\'; % Data are here
5
+ savedir='Y:\EEG_Data\Flankers OCDII\Processed Data\'; % Save processed data here
6
+ appledir='Y:\EEG_Data\Flankers OCDII\Processed Data\APPLE Outputs\';
7
+ erpdir='Y:\EEG_Data\Flankers OCDII\Processed Data\ERPs\';
8
+ locpath=('Y:\Programs\eeglab12_0_2_1b\plugins\dipfit2.2\standard_BESA\standard-10-5-cap385.elp'); % Generic EEGlab locs
9
+ cd(datalocation);
10
+
11
+ % Data are 67 chans. 1:64 are EEG, incl. M1/2 and CB1/2. 65=HEOG 66=VEOG 67=EKG
12
+ FILZ=dir('*.cnt');
13
+
14
+ for si=[21,32,45] %1:length(FILZ)
15
+
16
+ subname=FILZ(si).name;
17
+ subno=str2num(subname(1:3));
18
+
19
+ % Load .cnt file and import channel locations
20
+ EEG = pop_loadcnt([datalocation,subname], 'dataformat', 'int32', 'keystroke', 'on');
21
+
22
+ % Get Locs
23
+ EEG = pop_chanedit(EEG, 'lookup', locpath);
24
+ EEG = eeg_checkset( EEG );
25
+
26
+ NUMSTIM=121:168;
27
+ for ai=1:length(NUMSTIM)
28
+ ALLSTIM{ai}=num2str(NUMSTIM(ai));
29
+ end
30
+
31
+ % Epoch
32
+ EEG = pop_epoch( EEG, ALLSTIM, [-2 2], 'newname', 'Epochs', 'epochinfo', 'yes');
33
+ EEG = eeg_checkset( EEG );
34
+
35
+ % Remove mean
36
+ EEG = pop_rmbase(EEG,[],[]);
37
+
38
+ % Extract peripherals
39
+ EEG.VEOG=squeeze(EEG.data(65,:,:)) ;
40
+ EEG.HEOG=squeeze(EEG.data(66,:,:)) ;
41
+ % EEG.EKG=squeeze(EEG.data(67,:,:)) ;
42
+ EEG.MASTOIDS=squeeze(mean(cat(1,EEG.data(33,:,:),EEG.data(43,:,:)),1));
43
+
44
+ % reref!
45
+ EEG = pop_reref(EEG,[find(strcmpi('M1',{EEG.chanlocs.labels})) find(strcmpi('M2',{EEG.chanlocs.labels}))]);
46
+
47
+ % Strip to 60: 33=M1, 43=M2, 60=CB1, 64=CB2, 65=HEOG, 66=VEOG
48
+ EEG = pop_select(EEG,'nochannel',[find(strcmpi('CB1',{EEG.chanlocs.labels})) find(strcmpi('CB2',{EEG.chanlocs.labels})) ...
49
+ find(strcmpi('HEOG',{EEG.chanlocs.labels})) find(strcmpi('EKG',{EEG.chanlocs.labels})) find(strcmpi('VEOG',{EEG.chanlocs.labels}))]);
50
+
51
+
52
+ CONGRU=[121, 124, 125, 128, 131, 134, 135, 138, 141, 144, 145, 148, 151, 154, 155, 158, 161, 164, 165, 168];
53
+ INCONGRU=[122, 123, 126, 127, 132, 133, 136, 137, 142, 143, 146, 147, 152, 153, 156, 157, 162, 163, 166, 167];
54
+ NeedLeft=[121,123,126,128,131,133,136,138,141,143,146,148,151,153,156,158,161,163,166,168];
55
+ NeedRight=[122,124,125,127,132,134,135,137,142,144,145,147,152,154,155,157,162,164,165,167];
56
+
57
+ % Get the good info out of the epochs
58
+ for ai=1:size(EEG.epoch,2)
59
+ EEG.epoch(ai).STIM=NaN; EEG.epoch(ai).CONGRU=NaN; EEG.epoch(ai).RightLeft=NaN;
60
+ EEG.epoch(ai).RT=NaN; EEG.epoch(ai).ACC=NaN; EEG.epoch(ai).BlockStart=0;
61
+ EEG.epoch(ai).TRIALNUM=NaN;
62
+ BEH_VECTOR(ai,1:8)=NaN;
63
+ for bi=1:size(EEG.epoch(ai).eventlatency,2)
64
+ % Get STIMTYPE
65
+ if EEG.epoch(ai).eventlatency{bi}==0 % If this bi is the event
66
+ EEG.epoch(ai).TRIALNUM=ai;
67
+ % ID what stimtype it was
68
+ temp=str2num(EEG.epoch(ai).eventtype{bi});
69
+ EEG.epoch(ai).STIM=temp;
70
+ % And if it was congruent (1) or conflict (0)
71
+ if any(temp==CONGRU)
72
+ EEG.epoch(ai).CONGRU=1;
73
+ elseif any(temp==INCONGRU);
74
+ EEG.epoch(ai).CONGRU=0;
75
+ end
76
+ clear temp;
77
+ % --- Now, find out what their next response was
78
+ if bi<size(EEG.epoch(ai).eventlatency,2) && length(EEG.epoch(ai).eventtype{bi+1})==7 % IF something is next && it was a response
79
+ if strmatch(EEG.epoch(ai).eventtype{bi+1}(1:6),'keypad') % another verification
80
+ % ID what stimtype it was [Right=1, Left=2]
81
+ EEG.epoch(ai).RightLeft=str2num(EEG.epoch(ai).eventtype{bi+1}(7));
82
+ % And what the RT was
83
+ EEG.epoch(ai).RT=EEG.epoch(ai).eventlatency{bi+1};
84
+ % And if it was correct
85
+ temp=str2num(EEG.epoch(ai).eventtype{bi+1}(7));
86
+ if any(EEG.epoch(ai).STIM==NeedRight)
87
+ if temp==1, EEG.epoch(ai).ACC=1;
88
+ elseif temp==2, EEG.epoch(ai).ACC=0;
89
+ end
90
+ elseif any(EEG.epoch(ai).STIM==NeedLeft);
91
+ if temp==2, EEG.epoch(ai).ACC=1;
92
+ elseif temp==1, EEG.epoch(ai).ACC=0;
93
+ end
94
+ end
95
+ clear temp
96
+ end
97
+ end
98
+ end
99
+ BEH_VECTOR(ai,1)=EEG.epoch(ai).TRIALNUM;
100
+ BEH_VECTOR(ai,2)=EEG.epoch(ai).STIM;
101
+ BEH_VECTOR(ai,3)=EEG.epoch(ai).CONGRU;
102
+ BEH_VECTOR(ai,4)=EEG.epoch(ai).RightLeft;
103
+ BEH_VECTOR(ai,5)=EEG.epoch(ai).RT;
104
+ BEH_VECTOR(ai,6)=EEG.epoch(ai).ACC;
105
+ end
106
+ % Determine beginning of new blocks
107
+ if ai==1, EEG.epoch(ai).BlockStart=1; toggle=1;
108
+ else
109
+ temp=num2str(EEG.epoch(ai).STIM); temp2=str2num(temp(3));
110
+ if temp2<5
111
+ newtoggle=1;
112
+ elseif temp2>4
113
+ newtoggle=2;
114
+ end
115
+ if newtoggle~=toggle
116
+ EEG.epoch(ai).BlockStart=1;
117
+ toggle=newtoggle;
118
+ end
119
+ clear temp temp2 newtoggle;
120
+ end
121
+ BEH_VECTOR(ai,7)=EEG.epoch(ai).BlockStart;
122
+ % Determine if pre or post error
123
+ if ai>1
124
+ EEG.epoch(ai).PREVTRIAL.TRIALNUM=EEG.epoch(ai-1).TRIALNUM;
125
+ EEG.epoch(ai).PREVTRIAL.STIM=EEG.epoch(ai-1).STIM;
126
+ EEG.epoch(ai).PREVTRIAL.CONGRU=EEG.epoch(ai-1).CONGRU;
127
+ EEG.epoch(ai).PREVTRIAL.RightLeft=EEG.epoch(ai-1).RightLeft;
128
+ EEG.epoch(ai).PREVTRIAL.RT=EEG.epoch(ai-1).RT;
129
+ EEG.epoch(ai).PREVTRIAL.ACC=EEG.epoch(ai-1).ACC;
130
+ EEG.epoch(ai).PREVTRIAL.BlockStart=EEG.epoch(ai-1).BlockStart;
131
+ end
132
+ end
133
+
134
+ % ----------------------
135
+ % Setup APPLE to interp chans, reject epochs, & ID bad ICs. Output will be Avg ref'd and ICA'd.
136
+ eeg_chans=1:60;
137
+ Do_ICA=1;
138
+ ref_chan=19; % Re-Ref to FCz [WEIRD STEP, BUT THIS IS FOR FASTER, which is a part of APPLE]
139
+ % % EEG = pop_reref(EEG,ref_chan,'keepref','on');
140
+
141
+ % Run APPLE
142
+ [EEG,EEG.bad_chans,EEG.bad_epochs,EEG.bad_ICAs]=APPLE_OCDII(EEG,eeg_chans,ref_chan,Do_ICA,subno,EEG.VEOG,appledir);
143
+
144
+ % Save
145
+ save([savedir,num2str(subno),'_FLANKERS.mat'],'EEG');
146
+ save([savedir,num2str(subno),'_BEH_VECTOR.mat'],'BEH_VECTOR');
147
+
148
+
149
+ % Let's just do this for display
150
+ dims=size(EEG.data);
151
+ EEG.data=eegfilt(EEG.data,500,[],20);
152
+ EEG.data=reshape(EEG.data,dims(1),dims(2),dims(3));
153
+
154
+ % Set Params
155
+ tx=-2000:2:1998;
156
+ b1=find(tx==-200); b2=find(tx==0);
157
+ t1=find(tx==-500); t2=find(tx==1000);
158
+ N2topo1=find(tx==200); N2topo2=find(tx==350); N2toporangetot=200:2:350;
159
+ P3topo1=find(tx==400); P3topo2=find(tx==600); P3toporangetot=400:2:600;
160
+ tx2disp=-500:2:1000;
161
+
162
+ % Basecor your ERPs here so they are pretty.
163
+ BASE=squeeze( mean(EEG.data(:,b1:b2,:),2) );
164
+ for ai=1:dims(1)
165
+ EEG.data(ai,:,:)=squeeze(EEG.data(ai,:,:))-repmat( BASE(ai,:),dims(2),1 );
166
+ end
167
+
168
+ % --------------
169
+ for ai=1:length(EEG.epoch)
170
+ CONDIS(ai)=EEG.epoch(ai).CONGRU;
171
+ end
172
+ % ------------------
173
+ figure;
174
+ subplot(2,4,1:3); hold on
175
+ site=19; % FCz
176
+ ERP4topo=mean(EEG.data(site,N2topo1:N2topo2,:),3);
177
+ topomax_N2=N2toporangetot(find(ERP4topo==min(ERP4topo)));
178
+ topotoplot_N2=find(tx==topomax_N2);
179
+ plot(tx2disp,mean(EEG.data(site,t1:t2,CONDIS==1),3),'b');
180
+ plot(tx2disp,mean(EEG.data(site,t1:t2,CONDIS==0),3),'r');
181
+ plot([topomax_N2 topomax_N2],[-4 4],'m');
182
+ title(['FCz Subno: ',num2str(subno)]);
183
+ subplot(2,4,4); hold on
184
+ TOPLOT=mean(EEG.data(:,topotoplot_N2,CONDIS==0),3) - mean(EEG.data(:,topotoplot_N2,CONDIS==1),3);
185
+ topoplot( TOPLOT, EEG.chanlocs); cbar
186
+ % ------------------
187
+ subplot(2,4,5:7); hold on
188
+ site=46; % Pz
189
+ ERP4topo=mean(EEG.data(site,P3topo1:P3topo2,:),3);
190
+ topomax_P3=P3toporangetot(find(ERP4topo==max(ERP4topo)));
191
+ topotoplot_P3=find(tx==topomax_P3);
192
+ plot(tx2disp,mean(EEG.data(site,t1:t2,CONDIS==1),3),'b');
193
+ plot(tx2disp,mean(EEG.data(site,t1:t2,CONDIS==0),3),'r');
194
+ plot([topomax_P3 topomax_P3],[-4 4],'m');
195
+ title(['Pz Subno: ',num2str(subno)]);
196
+ subplot(2,4,8); hold on
197
+ TOPLOT=mean(EEG.data(:,topotoplot_P3,CONDIS==0),3) - mean(EEG.data(:,topotoplot_P3,CONDIS==1),3);
198
+ topoplot( TOPLOT, EEG.chanlocs); cbar
199
+
200
+ saveas(gcf, [erpdir,num2str(subno),'_ERPs.png'],'png');
201
+ close all;
202
+
203
+
204
+ clear BEH_VECTOR EEG ai bi subno toggle CONDIS TOPLOT topomax_P3 topotoplot_P3 topomax_N2 topotoplot_N2 ERP4topo;
205
+
206
+ end
207
+
208
+ % ----------------------
209
+
210
+ %%
211
+
212
+
213
+
214
+
215
+
scripts/Step2_GetERPs_REVISION.m ADDED
@@ -0,0 +1,297 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ %% Step 2 - load pre-proc'd flankers data
2
+ clear all; clc
3
+ addpath('Z:\EXPERIMENTS\Flankers t2t\');
4
+ datalocation='Y:\EEG_Data\Flankers OCDII\Processed Data\'; % Data are here
5
+ savedir='Y:\EEG_Data\Flankers OCDII\ERPs\'; % Save processed data here
6
+ cd(datalocation);
7
+
8
+ % Load up
9
+ [xls_data,xls_hdr]=xlsread('Z:\EXPERIMENTS\Flankers t2t\info.xlsx');
10
+
11
+ % Data are 60 chans * 2000 time * N epochs | Ref'd to linked mastoids
12
+ FILZ=dir('*_FLANKERS.mat');
13
+
14
+ for si=length(FILZ):-1:1
15
+
16
+ subname=FILZ(si).name;
17
+ subno=str2num(subname(1:3)); clc
18
+
19
+ % Only run the latter on subjs pre-selected to be MUY BUENO (N=46)
20
+ if ~isempty(find(xls_data(:,1)==subno))
21
+ % Only run if not already done
22
+ if 1 % ~(exist([savedir,num2str(subno),'_ERPs.mat'])==2)
23
+ % Display
24
+ disp(['DOING: ',num2str(subno)]);
25
+
26
+ % Get Subj Info
27
+ tempdat=xls_data(find(xls_data(:,1)==subno),:);
28
+ tempdat_hdr=xls_hdr(find(xls_data(:,1)==subno)+1,:); % +1 b/c of header row
29
+ SUBJINFO(1)=subno;
30
+ SUBJINFO(2)=tempdat(1);
31
+ SUBJINFO(3)=tempdat(4);
32
+ SUBJINFO(4)=tempdat(6);
33
+ SUBJINFO(5)=tempdat(7);
34
+ SUBJINFO(6)=tempdat(9);
35
+ SUBJINFO_HDR={'EEG_ID','INFO_ID','Error%','Sex','Age','OCI_Score'};
36
+ %
37
+ if ~isnan(tempdat(5))
38
+ bad_ICAs_To_Remove=tempdat(5);
39
+ elseif isnan(tempdat(5))
40
+ bad_ICAs_To_Remove=str2num(cell2mat(tempdat_hdr(5)));
41
+ end
42
+ clear tempdat tempdat_hdr;
43
+
44
+ % Load EEG
45
+ load([datalocation,subname]);
46
+
47
+ % Remove the bad ICAs:
48
+ EEG = pop_subcomp( EEG, bad_ICAs_To_Remove, 0);
49
+
50
+
51
+ % Get the good info out of the epochs
52
+ VECTOR(1:size(EEG.epoch,2),1:13)=NaN;
53
+ for ai=1:size(EEG.epoch,2)
54
+ VECTOR(ai,1)=EEG.epoch(ai).TRIALNUM;
55
+ VECTOR(ai,2)=EEG.epoch(ai).STIM;
56
+ VECTOR(ai,3)=EEG.epoch(ai).CONGRU;
57
+ VECTOR(ai,4)=EEG.epoch(ai).RightLeft;
58
+ VECTOR(ai,5)=EEG.epoch(ai).RT;
59
+ VECTOR(ai,6)=EEG.epoch(ai).ACC;
60
+ % ^^^^^^^^^^^^^^^^^^ OOPS
61
+ if ~isempty(EEG.epoch(ai).PREVTRIAL)
62
+ % ^^^^^^^^^^^^^^^^^^
63
+ VECTOR(ai,7)=EEG.epoch(ai).PREVTRIAL.TRIALNUM;
64
+ VECTOR(ai,8)=EEG.epoch(ai).PREVTRIAL.STIM;
65
+ VECTOR(ai,9)=EEG.epoch(ai).PREVTRIAL.CONGRU;
66
+ VECTOR(ai,10)=EEG.epoch(ai).PREVTRIAL.RightLeft;
67
+ VECTOR(ai,11)=EEG.epoch(ai).PREVTRIAL.RT;
68
+ VECTOR(ai,12)=EEG.epoch(ai).PREVTRIAL.ACC;
69
+ VECTOR(ai,13)=EEG.epoch(ai).PREVTRIAL.BlockStart;
70
+ end
71
+ end
72
+
73
+
74
+ % Let's just do this for ERPs - keep EEG.data structure unfiltered
75
+ dims=size(EEG.data);
76
+ FILT.data=eegfilt(EEG.data,500,[],20);
77
+ FILT.data=reshape(FILT.data,dims(1),dims(2),dims(3));
78
+
79
+ % Set Params
80
+ tx=-2000:2:1998;
81
+ b1=find(tx==-200); b2=find(tx==0);
82
+ t1=find(tx==-500); t2=find(tx==1000);
83
+ N2topo1=find(tx==200); N2topo2=find(tx==350); N2toporangetot=200:2:350;
84
+ P3topo1=find(tx==400); P3topo2=find(tx==600); P3toporangetot=400:2:600;
85
+ tx2disp=-500:2:1000;
86
+
87
+ % Basecor your ERPs here so they are pretty.
88
+ BASE=squeeze( mean(FILT.data(:,b1:b2,:),2) );
89
+ for ai=1:dims(1)
90
+ FILT.data(ai,:,:)=squeeze(FILT.data(ai,:,:))-repmat( BASE(ai,:),dims(2),1 );
91
+ end
92
+
93
+ % $$$$$$$$$$$$$$$$$$$ Parse condis and save ERPs $$$$$$$$$$$$$$$$$$$ %
94
+
95
+ % If blockstart, then NaN the row
96
+ VECTOR(VECTOR(:,13)==1,[3,4,9,10])=NaN;
97
+ % If error, then NaN the row
98
+ VECTOR(VECTOR(:,6)==0,[3,4,9,10])=NaN;
99
+ % If post-error, then NaN the row
100
+ temp=VECTOR(:,6)==0;
101
+ VECTOR(logical([0;temp(1:end-1)]),[3,4,9,10])=NaN; clear temp;
102
+ % If RT<200 or NaN, then NaN the row
103
+ VECTOR(VECTOR(:,5)<200,[3,4,9,10])=NaN;
104
+ VECTOR(isnan(VECTOR(:,5)),[3,4,9,10])=NaN;
105
+ % If any >2, all are NaN
106
+ temp=sum((VECTOR(:,[3,4,9,10])>2)')';
107
+ VECTOR(temp>0,[3,4,9,10])=NaN;
108
+ % If any are NaN, all are NaN
109
+ temp=sum(isnan(VECTOR(:,[3,4,9,10]))')';
110
+ VECTOR(temp>0,[3,4,9,10])=NaN;
111
+
112
+ for ai=1:length(VECTOR)
113
+ if ~isnan(VECTOR(ai,3))
114
+ % ---------------------- congruent (1) or conflict (0)
115
+ if VECTOR(ai,9)==1 && VECTOR(ai,3)==1, GRATTON=1; % cC
116
+ elseif VECTOR(ai,9)==1 && VECTOR(ai,3)==0, GRATTON=2; % cI
117
+ elseif VECTOR(ai,9)==0 && VECTOR(ai,3)==1, GRATTON=3; % iC
118
+ elseif VECTOR(ai,9)==0 && VECTOR(ai,3)==0, GRATTON=4; % iI
119
+ end
120
+ % ---------------------- [Right=1, Left=2]
121
+ if VECTOR(ai,10)==1 && VECTOR(ai,4)==1, RESPS=1; % rR
122
+ elseif VECTOR(ai,10)==2 && VECTOR(ai,4)==2, RESPS=1; % lL
123
+ elseif VECTOR(ai,10)==1 && VECTOR(ai,4)==2, RESPS=10; % rL
124
+ elseif VECTOR(ai,10)==2 && VECTOR(ai,4)==1, RESPS=10; % lR
125
+ end
126
+ % ----------------------
127
+ VECTOR(ai,14)=GRATTON;
128
+ VECTOR(ai,15)=RESPS;
129
+ VECTOR(ai,16)=GRATTON.*RESPS;
130
+ clear GRATTON RESPS
131
+ end
132
+ end
133
+
134
+ UNIQUES=unique(VECTOR(:,16));
135
+ UNIQUES=UNIQUES(UNIQUES>0);
136
+ for ai=1:8
137
+ ERP(:,:,ai)=squeeze(mean(FILT.data(:,:,VECTOR(:,16)==UNIQUES(ai)),3));
138
+ end
139
+ % ---------------- single trial corr
140
+ for ai=1:8
141
+ for chani=1:60
142
+ rho=corr(squeeze(FILT.data(chani,:,VECTOR(:,16)==UNIQUES(ai)))', VECTOR(VECTOR(:,16)==UNIQUES(ai),5) ,'type','Spearman','rows','complete');
143
+ ERP_Corr(chani,:,ai)=rho;
144
+ end
145
+ end
146
+ % ---------------- limit based on lowest epoch count
147
+ for ai=1:8
148
+ TEMP_by_set{ai}=FILT.data(:,:,VECTOR(:,16)==UNIQUES(ai));
149
+ TEMP_by_set_SIZE(ai)=size(TEMP_by_set{ai},3);
150
+ end
151
+ TEMP_minsize=min(TEMP_by_set_SIZE);
152
+ % ----
153
+ for ai=1:8
154
+ TEMP_TRIALS=1:TEMP_by_set_SIZE(ai);
155
+ TEMP_TRIALS=shuffle(TEMP_TRIALS);
156
+ ERP_minsize(:,:,ai)=squeeze(mean( TEMP_by_set{ai}(:,:,TEMP_TRIALS(1:TEMP_minsize)) ,3));
157
+ clear TEMP_TRIALS
158
+ end
159
+ clear TEMP_by_set TEMP_by_set_SIZE TEMP_minsize TEMP_by_set_SIZE;
160
+
161
+
162
+ % ------------------ Now for response locked
163
+ for respi=1:dims(3)
164
+ RT=VECTOR(respi,5);
165
+ if isnan(RT)
166
+ response=zeros(dims(1),dims(2)) ; % repmat(NaN,dims(1),dims(2));
167
+ else
168
+ FILT_response=cat(2,FILT.data(:, floor(RT/2):end ,respi), zeros(dims(1),floor(RT/2)-1) );
169
+ response=cat(2,FILT.data(:, floor(RT/2):end ,respi), zeros(dims(1),floor(RT/2)-1) );
170
+ end
171
+ FILT.RESP(:,:,respi)=response;
172
+ EEG.RESP(:,:,respi)=response; clear FILT_response response;
173
+ end
174
+ % Stuff
175
+ L_C3=26;
176
+ R_C4=30;
177
+ for ai=1:length(VECTOR)
178
+ if ~isnan(VECTOR(ai,4))
179
+ % ---------------------- [Right=1, Left=2]
180
+ if VECTOR(ai,4)==1, active_site=L_C3; inactive_site=R_C4; % Right response, left cortex active
181
+ elseif VECTOR(ai,4)==2, active_site=R_C4; inactive_site=L_C3; % Left response, right cortex active
182
+ end
183
+ % ----------------------
184
+ FILT.RESP_ActInact(:,ai)=FILT.RESP(active_site,:,ai)-FILT.RESP(inactive_site,:,ai);
185
+ FILT.STIM_ActInact(:,ai)=FILT.data(active_site,:,ai)-FILT.data(inactive_site,:,ai);
186
+ else
187
+ FILT.RESP_ActInact(:,ai)=repmat(NaN,1,dims(2));
188
+ FILT.STIM_ActInact(:,ai)=repmat(NaN,1,dims(2));
189
+ end
190
+ end
191
+ % ERP-i-fy
192
+ for ai=1:8
193
+ ERP_RESP(:,ai)=squeeze(mean(FILT.RESP_ActInact(:,VECTOR(:,16)==UNIQUES(ai)),2));
194
+ ERP_RESP_All(:,:,ai)=squeeze(mean(FILT.RESP(:,:,VECTOR(:,16)==UNIQUES(ai)),3));
195
+ ERP_LRP_to_STIM(:,ai)=squeeze(mean(FILT.STIM_ActInact(:,VECTOR(:,16)==UNIQUES(ai)),2));
196
+ end
197
+ % ---------------- single trial corr
198
+ for ai=1:8
199
+ rho=corr(squeeze(FILT.RESP_ActInact(:,VECTOR(:,16)==UNIQUES(ai)))', VECTOR(VECTOR(:,16)==UNIQUES(ai),5) ,'type','Spearman','rows','complete');
200
+ ERP_RESP_Corr(:,ai)=rho;
201
+ end
202
+ % ---------------- limit based on lowest epoch count
203
+ for ai=1:8
204
+ TEMP_by_set{ai}=FILT.RESP_ActInact(:,VECTOR(:,16)==UNIQUES(ai));
205
+ TEMP_by_set_SIZE(ai)=size(TEMP_by_set{ai},2);
206
+ end
207
+ TEMP_minsize=min(TEMP_by_set_SIZE);
208
+ % ----
209
+ for ai=1:8
210
+ TEMP_TRIALS=1:TEMP_by_set_SIZE(ai);
211
+ TEMP_TRIALS=shuffle(TEMP_TRIALS);
212
+ ERP_LRP_minsize(:,ai)=squeeze(mean( TEMP_by_set{ai}(:,TEMP_TRIALS(1:TEMP_minsize)) ,2));
213
+ clear TEMP_TRIALS
214
+ end
215
+ clear TEMP_by_set TEMP_by_set_SIZE TEMP_minsize TEMP_by_set_SIZE;
216
+
217
+
218
+
219
+
220
+ % ^^^^^^^^^^^^^^^^ TF
221
+ % Setup Wavelet Params
222
+ num_freqs=50;
223
+ frex=logspace(.01,1.7,num_freqs);
224
+ s=logspace(log10(3),log10(10),num_freqs)./(2*pi*frex);
225
+ t=-2:1/EEG.srate:2;
226
+
227
+ % Definte Convolution Parameters
228
+ dims = size(EEG.data);
229
+ n_wavelet = length(t);
230
+ n_data = dims(2)*dims(3);
231
+ n_convolution = n_wavelet+n_data-1;
232
+ n_conv_pow2 = pow2(nextpow2(n_convolution));
233
+ half_of_wavelet_size = (n_wavelet-1)/2;
234
+
235
+ % same times, new baseline - also resp is -1000 to 500
236
+ tx=-2000:2:1998;
237
+ b1=find(tx==-300); b2=find(tx==-200);
238
+ t1=find(tx==-500); t2=find(tx==1000);
239
+ rt1=find(tx==-500); rt2=find(tx==1000); % OK, made this like cue to get lotsa post-response activity
240
+
241
+ % get FFT of data
242
+ TF_chani=19;
243
+ EEG_fft = fft(reshape(EEG.data(TF_chani,:,:),1,n_data),n_conv_pow2);
244
+ RESP_fft = fft(reshape(EEG.RESP(TF_chani,:,:),1,n_data),n_conv_pow2);
245
+
246
+ for fi=1:num_freqs
247
+
248
+ wavelet = fft( exp(2*1i*pi*frex(fi).*t) .* exp(-t.^2./(2*(s(fi)^2))) , n_conv_pow2 ); % sqrt(1/(s(fi)*sqrt(pi))) *
249
+
250
+ % convolution
251
+ EEG_conv = ifft(wavelet.*EEG_fft);
252
+ EEG_conv = EEG_conv(1:n_convolution);
253
+ EEG_conv = EEG_conv(half_of_wavelet_size+1:end-half_of_wavelet_size);
254
+ EEG_conv = reshape(EEG_conv,dims(2),dims(3));
255
+
256
+ % convolution
257
+ RESP_conv = ifft(wavelet.*RESP_fft);
258
+ RESP_conv = RESP_conv(1:n_convolution);
259
+ RESP_conv = RESP_conv(half_of_wavelet_size+1:end-half_of_wavelet_size);
260
+ RESP_conv = reshape(RESP_conv,dims(2),dims(3));
261
+
262
+ % Get baseline
263
+ BASE = mean(mean(abs(EEG_conv(b1:b2,:)).^2));
264
+
265
+ for ai=1:8
266
+ % Get power by condi
267
+ temp_POWER1 = mean(abs(EEG_conv(t1:t2,VECTOR(:,16)==UNIQUES(ai))).^2,2);
268
+ temp_POWER2 = mean(abs(RESP_conv(rt1:rt2,VECTOR(:,16)==UNIQUES(ai))).^2,2);
269
+
270
+ % dB correct power by base (different time windows)
271
+ POWER{1}(fi,:,ai) = 10*( log10(temp_POWER1) - log10(repmat(BASE,size(tx2disp,2),1)) ) ;
272
+ POWER{2}(fi,:,ai) = 10*( log10(temp_POWER2) - log10(repmat(BASE,size(tx2disp,2),1)) ) ;
273
+
274
+ % Get ITPC by condi (different time windows)
275
+ ITPC{1}(fi,:,ai) = abs(mean(exp(1i*( angle(EEG_conv(t1:t2,VECTOR(:,16)==UNIQUES(ai))) )),2));
276
+ ITPC{2}(fi,:,ai) = abs(mean(exp(1i*( angle(RESP_conv(t1:t2,VECTOR(:,16)==UNIQUES(ai))) )),2));
277
+
278
+ clear temp_POWER1 temp_POWER2;
279
+ end
280
+ clear wavelet EEG_conv RESP_conv BASE;
281
+ end
282
+ % ^^^^^^^^^^^^^^^^
283
+
284
+
285
+ save([savedir,num2str(subno),'_ERPs_2018_Revision.mat'],'SUBJINFO','SUBJINFO_HDR','ERP','ERP_RESP','ERP_RESP_All','VECTOR','POWER','ITPC',...
286
+ 'ERP_LRP_to_STIM','ERP_minsize','ERP_Corr','ERP_RESP_Corr','ERP_LRP_minsize');
287
+
288
+ end
289
+
290
+ end
291
+
292
+ clearvars -except FILZ xls_data xls_hdr si datalocation savedir;
293
+ end
294
+
295
+
296
+ %%
297
+
scripts/Step2_GetERPs_REVISION_withERRORS.m ADDED
@@ -0,0 +1,297 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ %% Step 2 - load pre-proc'd flankers data
2
+ clear all; clc
3
+ addpath('Z:\EXPERIMENTS\Flankers t2t\');
4
+ datalocation='Y:\EEG_Data\Flankers OCDII\Processed Data\'; % Data are here
5
+ savedir='Y:\EEG_Data\Flankers OCDII\ERPs\'; % Save processed data here
6
+ cd(datalocation);
7
+
8
+ % Load up
9
+ [xls_data,xls_hdr]=xlsread('Z:\EXPERIMENTS\Flankers t2t\info.xlsx');
10
+
11
+ % Data are 60 chans * 2000 time * N epochs | Ref'd to linked mastoids
12
+ FILZ=dir('*_FLANKERS.mat');
13
+
14
+ for si=length(FILZ):-1:1
15
+
16
+ subname=FILZ(si).name;
17
+ subno=str2num(subname(1:3)); clc
18
+
19
+ % Only run the latter on subjs pre-selected to be MUY BUENO (N=46)
20
+ if ~isempty(find(xls_data(:,1)==subno))
21
+ % Only run if not already done
22
+ if 1 % ~(exist([savedir,num2str(subno),'_ERPs.mat'])==2)
23
+ % Display
24
+ disp(['DOING: ',num2str(subno)]);
25
+
26
+ % Get Subj Info
27
+ tempdat=xls_data(find(xls_data(:,1)==subno),:);
28
+ tempdat_hdr=xls_hdr(find(xls_data(:,1)==subno)+1,:); % +1 b/c of header row
29
+ SUBJINFO(1)=subno;
30
+ SUBJINFO(2)=tempdat(1);
31
+ SUBJINFO(3)=tempdat(4);
32
+ SUBJINFO(4)=tempdat(6);
33
+ SUBJINFO(5)=tempdat(7);
34
+ SUBJINFO(6)=tempdat(9);
35
+ SUBJINFO_HDR={'EEG_ID','INFO_ID','Error%','Sex','Age','OCI_Score'};
36
+ %
37
+ if ~isnan(tempdat(5))
38
+ bad_ICAs_To_Remove=tempdat(5);
39
+ elseif isnan(tempdat(5))
40
+ bad_ICAs_To_Remove=str2num(cell2mat(tempdat_hdr(5)));
41
+ end
42
+ clear tempdat tempdat_hdr;
43
+
44
+ % Load EEG
45
+ load([datalocation,subname]);
46
+
47
+ % Remove the bad ICAs:
48
+ EEG = pop_subcomp( EEG, bad_ICAs_To_Remove, 0);
49
+
50
+
51
+ % Get the good info out of the epochs
52
+ VECTOR(1:size(EEG.epoch,2),1:13)=NaN;
53
+ for ai=1:size(EEG.epoch,2)
54
+ VECTOR(ai,1)=EEG.epoch(ai).TRIALNUM;
55
+ VECTOR(ai,2)=EEG.epoch(ai).STIM;
56
+ VECTOR(ai,3)=EEG.epoch(ai).CONGRU;
57
+ VECTOR(ai,4)=EEG.epoch(ai).RightLeft;
58
+ VECTOR(ai,5)=EEG.epoch(ai).RT;
59
+ VECTOR(ai,6)=EEG.epoch(ai).ACC;
60
+ % ^^^^^^^^^^^^^^^^^^ OOPS
61
+ if ~isempty(EEG.epoch(ai).PREVTRIAL)
62
+ % ^^^^^^^^^^^^^^^^^^
63
+ VECTOR(ai,7)=EEG.epoch(ai).PREVTRIAL.TRIALNUM;
64
+ VECTOR(ai,8)=EEG.epoch(ai).PREVTRIAL.STIM;
65
+ VECTOR(ai,9)=EEG.epoch(ai).PREVTRIAL.CONGRU;
66
+ VECTOR(ai,10)=EEG.epoch(ai).PREVTRIAL.RightLeft;
67
+ VECTOR(ai,11)=EEG.epoch(ai).PREVTRIAL.RT;
68
+ VECTOR(ai,12)=EEG.epoch(ai).PREVTRIAL.ACC;
69
+ VECTOR(ai,13)=EEG.epoch(ai).PREVTRIAL.BlockStart;
70
+ end
71
+ end
72
+
73
+
74
+ % Let's just do this for ERPs - keep EEG.data structure unfiltered
75
+ dims=size(EEG.data);
76
+ FILT.data=eegfilt(EEG.data,500,[],20);
77
+ FILT.data=reshape(FILT.data,dims(1),dims(2),dims(3));
78
+
79
+ % Set Params
80
+ tx=-2000:2:1998;
81
+ b1=find(tx==-200); b2=find(tx==0);
82
+ t1=find(tx==-500); t2=find(tx==1000);
83
+ N2topo1=find(tx==200); N2topo2=find(tx==350); N2toporangetot=200:2:350;
84
+ P3topo1=find(tx==400); P3topo2=find(tx==600); P3toporangetot=400:2:600;
85
+ tx2disp=-500:2:1000;
86
+
87
+ % Basecor your ERPs here so they are pretty.
88
+ BASE=squeeze( mean(FILT.data(:,b1:b2,:),2) );
89
+ for ai=1:dims(1)
90
+ FILT.data(ai,:,:)=squeeze(FILT.data(ai,:,:))-repmat( BASE(ai,:),dims(2),1 );
91
+ end
92
+
93
+ % $$$$$$$$$$$$$$$$$$$ Parse condis and save ERPs $$$$$$$$$$$$$$$$$$$ %
94
+
95
+ % If blockstart, then NaN the row
96
+ VECTOR(VECTOR(:,13)==1,[3,4,9,10])=NaN;
97
+ % % % If error, then NaN the row
98
+ % % VECTOR(VECTOR(:,6)==0,[3,4,9,10])=NaN;
99
+ % % % If post-error, then NaN the row
100
+ % % temp=VECTOR(:,6)==0;
101
+ % % VECTOR(logical([0;temp(1:end-1)]),[3,4,9,10])=NaN; clear temp;
102
+ % If RT<200 or NaN, then NaN the row
103
+ VECTOR(VECTOR(:,5)<200,[3,4,9,10])=NaN;
104
+ VECTOR(isnan(VECTOR(:,5)),[3,4,9,10])=NaN;
105
+ % If any >2, all are NaN
106
+ temp=sum((VECTOR(:,[3,4,9,10])>2)')';
107
+ VECTOR(temp>0,[3,4,9,10])=NaN;
108
+ % If any are NaN, all are NaN
109
+ temp=sum(isnan(VECTOR(:,[3,4,9,10]))')';
110
+ VECTOR(temp>0,[3,4,9,10])=NaN;
111
+
112
+ for ai=1:length(VECTOR)
113
+ if ~isnan(VECTOR(ai,3))
114
+ % ---------------------- congruent (1) or conflict (0)
115
+ if VECTOR(ai,9)==1 && VECTOR(ai,3)==1, GRATTON=1; % cC
116
+ elseif VECTOR(ai,9)==1 && VECTOR(ai,3)==0, GRATTON=2; % cI
117
+ elseif VECTOR(ai,9)==0 && VECTOR(ai,3)==1, GRATTON=3; % iC
118
+ elseif VECTOR(ai,9)==0 && VECTOR(ai,3)==0, GRATTON=4; % iI
119
+ end
120
+ % ---------------------- [Right=1, Left=2]
121
+ if VECTOR(ai,10)==1 && VECTOR(ai,4)==1, RESPS=1; % rR
122
+ elseif VECTOR(ai,10)==2 && VECTOR(ai,4)==2, RESPS=1; % lL
123
+ elseif VECTOR(ai,10)==1 && VECTOR(ai,4)==2, RESPS=10; % rL
124
+ elseif VECTOR(ai,10)==2 && VECTOR(ai,4)==1, RESPS=10; % lR
125
+ end
126
+ % ----------------------
127
+ VECTOR(ai,14)=GRATTON;
128
+ VECTOR(ai,15)=RESPS;
129
+ VECTOR(ai,16)=GRATTON.*RESPS;
130
+ clear GRATTON RESPS
131
+ end
132
+ end
133
+
134
+ UNIQUES=unique(VECTOR(:,16));
135
+ UNIQUES=UNIQUES(UNIQUES>0);
136
+ for ai=1:8
137
+ ERP(:,:,ai)=squeeze(mean(FILT.data(:,:,VECTOR(:,16)==UNIQUES(ai)),3));
138
+ end
139
+ % ---------------- single trial corr
140
+ for ai=1:8
141
+ for chani=1:60
142
+ rho=corr(squeeze(FILT.data(chani,:,VECTOR(:,16)==UNIQUES(ai)))', VECTOR(VECTOR(:,16)==UNIQUES(ai),5) ,'type','Spearman','rows','complete');
143
+ ERP_Corr(chani,:,ai)=rho;
144
+ end
145
+ end
146
+ % ---------------- limit based on lowest epoch count
147
+ for ai=1:8
148
+ TEMP_by_set{ai}=FILT.data(:,:,VECTOR(:,16)==UNIQUES(ai));
149
+ TEMP_by_set_SIZE(ai)=size(TEMP_by_set{ai},3);
150
+ end
151
+ TEMP_minsize=min(TEMP_by_set_SIZE);
152
+ % ----
153
+ for ai=1:8
154
+ TEMP_TRIALS=1:TEMP_by_set_SIZE(ai);
155
+ TEMP_TRIALS=shuffle(TEMP_TRIALS);
156
+ ERP_minsize(:,:,ai)=squeeze(mean( TEMP_by_set{ai}(:,:,TEMP_TRIALS(1:TEMP_minsize)) ,3));
157
+ clear TEMP_TRIALS
158
+ end
159
+ clear TEMP_by_set TEMP_by_set_SIZE TEMP_minsize TEMP_by_set_SIZE;
160
+
161
+
162
+ % ------------------ Now for response locked
163
+ for respi=1:dims(3)
164
+ RT=VECTOR(respi,5);
165
+ if isnan(RT)
166
+ response=zeros(dims(1),dims(2)) ; % repmat(NaN,dims(1),dims(2));
167
+ else
168
+ FILT_response=cat(2,FILT.data(:, floor(RT/2):end ,respi), zeros(dims(1),floor(RT/2)-1) );
169
+ response=cat(2,FILT.data(:, floor(RT/2):end ,respi), zeros(dims(1),floor(RT/2)-1) );
170
+ end
171
+ FILT.RESP(:,:,respi)=response;
172
+ EEG.RESP(:,:,respi)=response; clear FILT_response response;
173
+ end
174
+ % Stuff
175
+ L_C3=26;
176
+ R_C4=30;
177
+ for ai=1:length(VECTOR)
178
+ if ~isnan(VECTOR(ai,4))
179
+ % ---------------------- [Right=1, Left=2]
180
+ if VECTOR(ai,4)==1, active_site=L_C3; inactive_site=R_C4; % Right response, left cortex active
181
+ elseif VECTOR(ai,4)==2, active_site=R_C4; inactive_site=L_C3; % Left response, right cortex active
182
+ end
183
+ % ----------------------
184
+ FILT.RESP_ActInact(:,ai)=FILT.RESP(active_site,:,ai)-FILT.RESP(inactive_site,:,ai);
185
+ FILT.STIM_ActInact(:,ai)=FILT.data(active_site,:,ai)-FILT.data(inactive_site,:,ai);
186
+ else
187
+ FILT.RESP_ActInact(:,ai)=repmat(NaN,1,dims(2));
188
+ FILT.STIM_ActInact(:,ai)=repmat(NaN,1,dims(2));
189
+ end
190
+ end
191
+ % ERP-i-fy
192
+ for ai=1:8
193
+ ERP_RESP(:,ai)=squeeze(mean(FILT.RESP_ActInact(:,VECTOR(:,16)==UNIQUES(ai)),2));
194
+ ERP_RESP_All(:,:,ai)=squeeze(mean(FILT.RESP(:,:,VECTOR(:,16)==UNIQUES(ai)),3));
195
+ ERP_LRP_to_STIM(:,ai)=squeeze(mean(FILT.STIM_ActInact(:,VECTOR(:,16)==UNIQUES(ai)),2));
196
+ end
197
+ % ---------------- single trial corr
198
+ for ai=1:8
199
+ rho=corr(squeeze(FILT.RESP_ActInact(:,VECTOR(:,16)==UNIQUES(ai)))', VECTOR(VECTOR(:,16)==UNIQUES(ai),5) ,'type','Spearman','rows','complete');
200
+ ERP_RESP_Corr(:,ai)=rho;
201
+ end
202
+ % ---------------- limit based on lowest epoch count
203
+ for ai=1:8
204
+ TEMP_by_set{ai}=FILT.RESP_ActInact(:,VECTOR(:,16)==UNIQUES(ai));
205
+ TEMP_by_set_SIZE(ai)=size(TEMP_by_set{ai},2);
206
+ end
207
+ TEMP_minsize=min(TEMP_by_set_SIZE);
208
+ % ----
209
+ for ai=1:8
210
+ TEMP_TRIALS=1:TEMP_by_set_SIZE(ai);
211
+ TEMP_TRIALS=shuffle(TEMP_TRIALS);
212
+ ERP_LRP_minsize(:,ai)=squeeze(mean( TEMP_by_set{ai}(:,TEMP_TRIALS(1:TEMP_minsize)) ,2));
213
+ clear TEMP_TRIALS
214
+ end
215
+ clear TEMP_by_set TEMP_by_set_SIZE TEMP_minsize TEMP_by_set_SIZE;
216
+
217
+
218
+
219
+
220
+ % ^^^^^^^^^^^^^^^^ TF
221
+ % Setup Wavelet Params
222
+ num_freqs=50;
223
+ frex=logspace(.01,1.7,num_freqs);
224
+ s=logspace(log10(3),log10(10),num_freqs)./(2*pi*frex);
225
+ t=-2:1/EEG.srate:2;
226
+
227
+ % Definte Convolution Parameters
228
+ dims = size(EEG.data);
229
+ n_wavelet = length(t);
230
+ n_data = dims(2)*dims(3);
231
+ n_convolution = n_wavelet+n_data-1;
232
+ n_conv_pow2 = pow2(nextpow2(n_convolution));
233
+ half_of_wavelet_size = (n_wavelet-1)/2;
234
+
235
+ % same times, new baseline - also resp is -1000 to 500
236
+ tx=-2000:2:1998;
237
+ b1=find(tx==-300); b2=find(tx==-200);
238
+ t1=find(tx==-500); t2=find(tx==1000);
239
+ rt1=find(tx==-500); rt2=find(tx==1000); % OK, made this like cue to get lotsa post-response activity
240
+
241
+ % get FFT of data
242
+ TF_chani=19;
243
+ EEG_fft = fft(reshape(EEG.data(TF_chani,:,:),1,n_data),n_conv_pow2);
244
+ RESP_fft = fft(reshape(EEG.RESP(TF_chani,:,:),1,n_data),n_conv_pow2);
245
+
246
+ for fi=1:num_freqs
247
+
248
+ wavelet = fft( exp(2*1i*pi*frex(fi).*t) .* exp(-t.^2./(2*(s(fi)^2))) , n_conv_pow2 ); % sqrt(1/(s(fi)*sqrt(pi))) *
249
+
250
+ % convolution
251
+ EEG_conv = ifft(wavelet.*EEG_fft);
252
+ EEG_conv = EEG_conv(1:n_convolution);
253
+ EEG_conv = EEG_conv(half_of_wavelet_size+1:end-half_of_wavelet_size);
254
+ EEG_conv = reshape(EEG_conv,dims(2),dims(3));
255
+
256
+ % convolution
257
+ RESP_conv = ifft(wavelet.*RESP_fft);
258
+ RESP_conv = RESP_conv(1:n_convolution);
259
+ RESP_conv = RESP_conv(half_of_wavelet_size+1:end-half_of_wavelet_size);
260
+ RESP_conv = reshape(RESP_conv,dims(2),dims(3));
261
+
262
+ % Get baseline
263
+ BASE = mean(mean(abs(EEG_conv(b1:b2,:)).^2));
264
+
265
+ for ai=1:8
266
+ % Get power by condi
267
+ temp_POWER1 = mean(abs(EEG_conv(t1:t2,VECTOR(:,16)==UNIQUES(ai))).^2,2);
268
+ temp_POWER2 = mean(abs(RESP_conv(rt1:rt2,VECTOR(:,16)==UNIQUES(ai))).^2,2);
269
+
270
+ % dB correct power by base (different time windows)
271
+ POWER{1}(fi,:,ai) = 10*( log10(temp_POWER1) - log10(repmat(BASE,size(tx2disp,2),1)) ) ;
272
+ POWER{2}(fi,:,ai) = 10*( log10(temp_POWER2) - log10(repmat(BASE,size(tx2disp,2),1)) ) ;
273
+
274
+ % Get ITPC by condi (different time windows)
275
+ ITPC{1}(fi,:,ai) = abs(mean(exp(1i*( angle(EEG_conv(t1:t2,VECTOR(:,16)==UNIQUES(ai))) )),2));
276
+ ITPC{2}(fi,:,ai) = abs(mean(exp(1i*( angle(RESP_conv(t1:t2,VECTOR(:,16)==UNIQUES(ai))) )),2));
277
+
278
+ clear temp_POWER1 temp_POWER2;
279
+ end
280
+ clear wavelet EEG_conv RESP_conv BASE;
281
+ end
282
+ % ^^^^^^^^^^^^^^^^
283
+
284
+
285
+ save([savedir,num2str(subno),'_ERPs_2018_Revision_withErrors.mat'],'SUBJINFO','SUBJINFO_HDR','ERP','ERP_RESP','ERP_RESP_All','VECTOR','POWER','ITPC',...
286
+ 'ERP_LRP_to_STIM','ERP_minsize','ERP_Corr','ERP_RESP_Corr','ERP_LRP_minsize');
287
+
288
+ end
289
+
290
+ end
291
+
292
+ clearvars -except FILZ xls_data xls_hdr si datalocation savedir;
293
+ end
294
+
295
+
296
+ %%
297
+
scripts/Step3_ViewERPs_REVISION.m ADDED
@@ -0,0 +1,701 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ %% Step 3 - View ERPs
2
+ clear all; clc
3
+ addpath('Z:\EXPERIMENTS\Flankers t2t\');
4
+ datalocation='Y:\EEG_Data\Flankers OCDII\ERPs\'; % Data are here
5
+ cd(datalocation);
6
+ load('Z:\EXPERIMENTS\Flankers t2t\NScan_Chanlocs_60.mat');
7
+
8
+ FILZ=dir('*_ERPs_2018_Revision_withErrors.mat');
9
+
10
+ sidx=1;
11
+ for si=1:length(FILZ)
12
+
13
+ load(FILZ(si).name);
14
+
15
+ load(['Y:\EEG_Data\Flankers OCDII\Processed Data\',num2str(FILZ(si).name(1:3)),'_BEH_VECTOR.mat'],'BEH_VECTOR');
16
+
17
+
18
+ if SUBJINFO(6)<=21
19
+ MEGA_ERP(sidx,:,:,:)=ERP;
20
+ MEGA_ERP_RESP(sidx,:,:)=ERP_RESP;
21
+ MEGA_ERP_RESP_All(sidx,:,:,:)=ERP_RESP_All;
22
+ MEGA_SUBJINFO(sidx,:)=SUBJINFO;
23
+ BEH{sidx}=VECTOR;
24
+ BEH_WithErrors{sidx}=BEH_VECTOR;
25
+ for tfi=1:2
26
+ MEGA_PWR{tfi}(sidx,:,:,:)=POWER{tfi};
27
+ MEGA_PHS{tfi}(sidx,:,:,:)=ITPC{tfi};
28
+ end
29
+
30
+ % From revision
31
+ MEGA_ERP_minsize(sidx,:,:,:)=ERP_minsize; % Same as ERPs, but limited to min trial ct size
32
+ MEGA_ERP_LRP_minsize(sidx,:,:,:)=ERP_LRP_minsize; % Same as ERP LRPs, but limited to min trial ct size
33
+ % ^^^^^^^^
34
+ MEGA_ERP_LRP_to_STIM(sidx,:,:)=ERP_LRP_to_STIM; % Same as LRP, but stim-locked
35
+ % ^^^^^^^^
36
+ MEGA_ERP_Corr(sidx,:,:,:)=ERP_Corr; % single trial RT corr
37
+ MEGA_ERP_RESP_Corr(sidx,:,:)=ERP_RESP_Corr; % single trial RT corr - LRP
38
+
39
+ sidx=sidx+1;
40
+ end
41
+
42
+
43
+ clear SUBJINFO SUBJINFO_HDR VECTOR BEH_VECTOR POWER ITPC ERP_RESP_All BEH_VECTOR;
44
+ clear ERP_LRP_to_STIM ERP_minsize ERP_Corr ERP_RESP_Corr
45
+ end
46
+
47
+ %% ACCURACY
48
+ for si=1:23
49
+ VECTOR=BEH_WithErrors{si};
50
+
51
+ VECTOR(VECTOR(:,7)==1,[3,6])=NaN; % No blockstarts
52
+ VECTOR(VECTOR(:,5)<200,[3,6])=NaN; % If RT<200 or NaN, then NaN the row
53
+ VECTOR(isnan(VECTOR(:,5)),[3,6])=NaN;
54
+
55
+ VECTOR(:,9)=[99;VECTOR(1:end-1,3)]; % prev congru
56
+ VECTOR(:,10)=[99;VECTOR(1:end-1,4)]; % prev RightLeft
57
+ for ai=1:length(VECTOR)
58
+ if ~isnan(VECTOR(ai,3))
59
+ GRATTON=NaN; RESPS=NaN;
60
+ % ---------------------- congruent (1) or conflict (0)
61
+ if VECTOR(ai,9)==1 && VECTOR(ai,3)==1, GRATTON=1; % cC
62
+ elseif VECTOR(ai,9)==1 && VECTOR(ai,3)==0, GRATTON=2; % cI
63
+ elseif VECTOR(ai,9)==0 && VECTOR(ai,3)==1, GRATTON=3; % iC
64
+ elseif VECTOR(ai,9)==0 && VECTOR(ai,3)==0, GRATTON=4; % iI
65
+ end
66
+ % ---------------------- [Right=1, Left=2]
67
+ if VECTOR(ai,10)==1 && VECTOR(ai,4)==1, RESPS=1; % rR
68
+ elseif VECTOR(ai,10)==2 && VECTOR(ai,4)==2, RESPS=1; % lL
69
+ elseif VECTOR(ai,10)==1 && VECTOR(ai,4)==2, RESPS=10; % rL
70
+ elseif VECTOR(ai,10)==2 && VECTOR(ai,4)==1, RESPS=10; % lR
71
+ end
72
+ % ----------------------
73
+ VECTOR(ai,14)=GRATTON;
74
+ VECTOR(ai,15)=RESPS;
75
+ VECTOR(ai,16)=GRATTON.*RESPS;
76
+ clear GRATTON RESPS
77
+ else
78
+ % ----------------------
79
+ VECTOR(ai,14)=NaN;
80
+ VECTOR(ai,15)=NaN;
81
+ VECTOR(ai,16)=NaN;
82
+ end
83
+ end
84
+ BEH_WithErrors{si}=VECTOR;
85
+ end
86
+ thecondis={'REPEAT cC','REPEAT cI','REPEAT iC','REPEAT iI','Change cC','Change cI','Change iC','Change iI'};
87
+ CONDIS=[5,6,7,8,1,2,3,4];
88
+ PANEL=[1,1,2,2,4,4,5,5];
89
+ COLOR={'bo','ro','bo','ro','bo','ro','bo','ro'};
90
+
91
+ for si=1:length(BEH_WithErrors)
92
+ VECTOR=BEH_WithErrors{si};
93
+ UNIQUES=unique(VECTOR(:,16));
94
+ UNIQUES=UNIQUES(UNIQUES>0);
95
+ for ai=1:8
96
+ Acc(si,ai)=nanmean(VECTOR(VECTOR(:,16)==UNIQUES(ai),6));
97
+ end
98
+ clear VECTOR;
99
+ end
100
+
101
+ figure; hold on
102
+ plot(1,mean(Acc(:,CONDIS(1))),COLOR{1});
103
+ plot(1,mean(Acc(:,CONDIS(2))),COLOR{2});
104
+ legend({'CONG','INCONG'},'Location','NorthWest')
105
+ for condi=1:8
106
+ plot(PANEL(condi),mean(Acc(:,CONDIS(condi))),COLOR{condi});
107
+ errorbar(PANEL(condi),mean(Acc(:,CONDIS(condi))),std(Acc(:,CONDIS(condi)))/sqrt(size(Acc,1)),'k.');
108
+ end
109
+ plot([1 2],[mean(Acc(:,CONDIS(1))) mean(Acc(:,CONDIS(3)))],'k-');
110
+ plot([1 2],[mean(Acc(:,CONDIS(2))) mean(Acc(:,CONDIS(4)))],'k-');
111
+ plot([4 5],[mean(Acc(:,CONDIS(5))) mean(Acc(:,CONDIS(7)))],'k-');
112
+ plot([4 5],[mean(Acc(:,CONDIS(6))) mean(Acc(:,CONDIS(8)))],'k-');
113
+ ylabel('%');
114
+ set(gca,'xlim',[0 6],'xtick',[1:1:5],'xticklabel',{'PREV C','PREV I','','PREV C','PREV I'});
115
+ title('Acc');
116
+
117
+ Acc=1-Acc;
118
+
119
+ figure; hold on
120
+ plot(1,mean(Acc(:,CONDIS(1))),COLOR{1});
121
+ plot(1,mean(Acc(:,CONDIS(2))),COLOR{2});
122
+ legend({'CONG','INCONG'},'Location','NorthWest')
123
+ for condi=1:8
124
+ plot(PANEL(condi),mean(Acc(:,CONDIS(condi))),COLOR{condi});
125
+ errorbar(PANEL(condi),mean(Acc(:,CONDIS(condi))),std(Acc(:,CONDIS(condi)))/sqrt(size(Acc,1)),'k.');
126
+ end
127
+ plot([1 2],[mean(Acc(:,CONDIS(1))) mean(Acc(:,CONDIS(3)))],'k-');
128
+ plot([1 2],[mean(Acc(:,CONDIS(2))) mean(Acc(:,CONDIS(4)))],'k-');
129
+ plot([4 5],[mean(Acc(:,CONDIS(5))) mean(Acc(:,CONDIS(7)))],'k-');
130
+ plot([4 5],[mean(Acc(:,CONDIS(6))) mean(Acc(:,CONDIS(8)))],'k-');
131
+ ylabel('err');
132
+ set(gca,'xlim',[0 6],'xtick',[1:1:5],'xticklabel',{'PREV C','PREV I','','PREV C','PREV I'});
133
+ title('Error Rate');
134
+
135
+ %% Do Beh
136
+ for si=1:length(BEH)
137
+ VECTOR=BEH{si};
138
+ UNIQUES=unique(VECTOR(:,16));
139
+ UNIQUES=UNIQUES(UNIQUES>0);
140
+
141
+ % % % ---------------- limit based on lowest epoch count % ---------------- % ----------------
142
+ % % for ai=1:8
143
+ % % TEMP_by_set{ai}=VECTOR(VECTOR(:,16)==UNIQUES(ai),:);
144
+ % % TEMP_by_set_SIZE(ai)=size(TEMP_by_set{ai},1);
145
+ % % end
146
+ % % TEMP_minsize=min(TEMP_by_set_SIZE);
147
+ % % % ----
148
+ % % for ai=1:8
149
+ % % TEMP_TRIALS=1:TEMP_by_set_SIZE(ai);
150
+ % % TEMP_TRIALS=shuffle(TEMP_TRIALS);
151
+ % % RT(si,ai)=squeeze(nanmean( TEMP_by_set{ai}(TEMP_TRIALS(1:TEMP_minsize),5) ));
152
+ % % clear TEMP_TRIALS
153
+ % % end
154
+ % % clear TEMP_by_set TEMP_by_set_SIZE TEMP_minsize TEMP_by_set_SIZE;
155
+ % % % ---------------- % ---------------- % ---------------- % ---------------- % ----------------
156
+
157
+ for ai=1:8
158
+ RT(si,ai)=nanmean(VECTOR(VECTOR(:,16)==UNIQUES(ai),5));
159
+ RTdiff(si,ai)=nanmean(VECTOR(VECTOR(:,16)==UNIQUES(ai),5))-nanmean(VECTOR(VECTOR(:,16)==UNIQUES(ai),11));
160
+ end
161
+ clear VECTOR;
162
+ end
163
+
164
+ thecondis={'REPEAT cC','REPEAT cI','REPEAT iC','REPEAT iI','Change cC','Change cI','Change iC','Change iI'};
165
+ CONDIS=[5,6,7,8,1,2,3,4];
166
+ PANEL=[1,1,2,2,4,4,5,5];
167
+ COLOR={'bo','ro','bo','ro','bo','ro','bo','ro'};
168
+
169
+ figure; hold on
170
+ plot(1,mean(RT(:,CONDIS(1))),COLOR{1});
171
+ plot(1,mean(RT(:,CONDIS(2))),COLOR{2});
172
+ legend({'CONG','INCONG'},'Location','NorthWest')
173
+ for condi=1:8
174
+ plot(PANEL(condi),mean(RT(:,CONDIS(condi))),COLOR{condi});
175
+ errorbar(PANEL(condi),mean(RT(:,CONDIS(condi))),std(RT(:,CONDIS(condi)))/sqrt(size(RT,1)),'k.');
176
+ end
177
+ plot([1 2],[mean(RT(:,CONDIS(1))) mean(RT(:,CONDIS(3)))],'k-');
178
+ plot([1 2],[mean(RT(:,CONDIS(2))) mean(RT(:,CONDIS(4)))],'k-');
179
+ plot([4 5],[mean(RT(:,CONDIS(5))) mean(RT(:,CONDIS(7)))],'k-');
180
+ plot([4 5],[mean(RT(:,CONDIS(6))) mean(RT(:,CONDIS(8)))],'k-');
181
+ ylabel('ms');
182
+ set(gca,'xlim',[0 6],'xtick',[1:1:5],'xticklabel',{'PREV C','PREV I','','PREV C','PREV I'});
183
+ title('RT');
184
+
185
+ figure; hold on
186
+ plot(1,mean(RTdiff(:,CONDIS(1))),COLOR{1});
187
+ plot(1,mean(RTdiff(:,CONDIS(2))),COLOR{2});
188
+ legend({'CONG','INCONG'},'Location','NorthWest')
189
+ for condi=1:8
190
+ plot(PANEL(condi),mean(RTdiff(:,CONDIS(condi))),COLOR{condi});
191
+ errorbar(PANEL(condi),mean(RTdiff(:,CONDIS(condi))),std(RTdiff(:,CONDIS(condi)))/sqrt(size(RTdiff,1)),'k.');
192
+ end
193
+ plot([1 2],[mean(RTdiff(:,CONDIS(1))) mean(RTdiff(:,CONDIS(3)))],'k-');
194
+ plot([1 2],[mean(RTdiff(:,CONDIS(2))) mean(RTdiff(:,CONDIS(4)))],'k-');
195
+ plot([4 5],[mean(RTdiff(:,CONDIS(5))) mean(RTdiff(:,CONDIS(7)))],'k-');
196
+ plot([4 5],[mean(RTdiff(:,CONDIS(6))) mean(RTdiff(:,CONDIS(8)))],'k-');
197
+ ylabel('ms');
198
+ set(gca,'xlim',[0 6],'xtick',[1:1:5],'xticklabel',{'PREV C','PREV I','','PREV C','PREV I'});
199
+ title('RTdiff');
200
+
201
+
202
+ %% View Demographics
203
+
204
+ figure;
205
+ subplot(1,4,1:3); hold on
206
+ boxplot(MEGA_SUBJINFO(:,[3,5,6]));
207
+ ylabel('count');
208
+ set(gca,'xlim',[0 4],'xtick',[1:1:3],'xticklabel',{'Error %','Age','OCI'});
209
+ title('Demographics');
210
+ subplot(1,4,4); hold on
211
+ pie([sum(MEGA_SUBJINFO(:,4)==1),sum(MEGA_SUBJINFO(:,4)==2)])
212
+ title('Sex: % Male');
213
+
214
+
215
+ %% CONFLICT CONGRUENT
216
+ BigN=size(MEGA_ERP,1);
217
+ tx=-2000:2:1998;
218
+ t1=find(tx==-500); t2=find(tx==1000);
219
+ tx2disp=-500:2:1000;
220
+
221
+ P2=200; P2range=10; % in ms
222
+ N2=275; N2range=20;
223
+ P3=450; P3range=150;
224
+ LATE=700; LATErange=250;
225
+
226
+ figure;
227
+ subplot(4,1,1); hold on
228
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP(:,19,t1:t2,[2,4,6,8]),4),1)),'r','linewidth',2);
229
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP(:,19,t1:t2,[1,3,5,7]),4),1)),'b','linewidth',2);
230
+ shadedErrorBar(tx2disp,squeeze(mean(mean(MEGA_ERP(:,19,t1:t2,[2,4,6,8]),4),1)),squeeze(std(mean(MEGA_ERP(:,19,t1:t2,[2,4,6,8]),4),1))./sqrt(BigN),'r');
231
+ shadedErrorBar(tx2disp,squeeze(mean(mean(MEGA_ERP(:,19,t1:t2,[1,3,5,7]),4),1)),squeeze(std(mean(MEGA_ERP(:,19,t1:t2,[1,3,5,7]),4),1))./sqrt(BigN),'b');
232
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP(:,19,t1:t2,[2,4,6,8]),4),1)),'r','linewidth',2);
233
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP(:,19,t1:t2,[1,3,5,7]),4),1)),'b','linewidth',2);
234
+ plot(mean(mean(RT(:,[2,4,6,8]))),[10],'ro');
235
+ plot(mean(mean(RT(:,[1,3,5,7]))),[10],'bo');
236
+ plot([0 0],[-5 15],'k:'); plot([-500 1000],[0 0],'k:');
237
+ plot([P2 P2],[-5 15],'m'); plot([P2-10 P2-10],[-5 15],'c'); plot([P2+10 P2+10],[-5 15],'c'); text(P2,-5,'P2');
238
+ plot([N2 N2],[-5 15],'m'); plot([N2-20 N2-20],[-5 15],'c'); plot([N2+20 N2+20],[-5 15],'c'); text(N2,-5,'N2');
239
+ title('FCz')
240
+ legend({'CONFLICT','CONGRUENT'})
241
+
242
+ subplot(4,1,2); hold on
243
+ shadedErrorBar(tx2disp,squeeze(mean(mean(MEGA_ERP(:,28,t1:t2,[2,4,6,8]),4),1)),squeeze(std(mean(MEGA_ERP(:,28,t1:t2,[2,4,6,8]),4),1))./sqrt(BigN),'r');
244
+ shadedErrorBar(tx2disp,squeeze(mean(mean(MEGA_ERP(:,28,t1:t2,[1,3,5,7]),4),1)),squeeze(std(mean(MEGA_ERP(:,28,t1:t2,[1,3,5,7]),4),1))./sqrt(BigN),'b');
245
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP(:,28,t1:t2,[2,4,6,8]),4),1)),'r','linewidth',2);
246
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP(:,28,t1:t2,[1,3,5,7]),4),1)),'b','linewidth',2);
247
+ plot(mean(mean(RT(:,[2,4,6,8]))),[10],'ro');
248
+ plot(mean(mean(RT(:,[1,3,5,7]))),[10],'bo');
249
+ plot([0 0],[-5 15],'k:'); plot([-500 1000],[0 0],'k:');
250
+ plot([P2 P2],[-5 15],'m'); plot([P2-10 P2-10],[-5 15],'c'); plot([P2+10 P2+10],[-5 15],'c'); text(P2,-5,'P2');
251
+ plot([N2 N2],[-5 15],'m'); plot([N2-20 N2-20],[-5 15],'c'); plot([N2+20 N2+20],[-5 15],'c'); text(N2,-5,'N2');
252
+ plot([P3 P3],[-5 15],'m'); plot([P3-P3range P3-P3range],[-5 15],'c'); plot([P3+P3range P3+P3range],[-5 15],'c'); text(P3,-5,'P3');
253
+ title('Cz')
254
+
255
+ subplot(4,1,3); hold on
256
+ shadedErrorBar(tx2disp,squeeze(mean(mean(MEGA_ERP(:,46,t1:t2,[2,4,6,8]),4),1)),squeeze(std(mean(MEGA_ERP(:,46,t1:t2,[2,4,6,8]),4),1))./sqrt(BigN),'r');
257
+ shadedErrorBar(tx2disp,squeeze(mean(mean(MEGA_ERP(:,46,t1:t2,[1,3,5,7]),4),1)),squeeze(std(mean(MEGA_ERP(:,46,t1:t2,[1,3,5,7]),4),1))./sqrt(BigN),'b');
258
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP(:,46,t1:t2,[2,4,6,8]),4),1)),'r','linewidth',2);
259
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP(:,46,t1:t2,[1,3,5,7]),4),1)),'b','linewidth',2);
260
+ plot(mean(mean(RT(:,[2,4,6,8]))),[10],'ro');
261
+ plot(mean(mean(RT(:,[1,3,5,7]))),[10],'bo');
262
+ plot([0 0],[-5 15],'k:'); plot([-500 1000],[0 0],'k:');
263
+ plot([P3 P3],[-5 15],'m'); plot([P3-P3range P3-P3range],[-5 15],'c'); plot([P3+P3range P3+P3range],[-5 15],'c'); text(P3,-5,'P3');
264
+ plot([LATE LATE],[-5 15],'m'); plot([LATE-LATErange LATE-LATErange],[-5 15],'c'); plot([LATE+LATErange LATE+LATErange],[-5 15],'c'); text(LATE,-5,'LATE');
265
+ title('Pz')
266
+
267
+ subplot(4,1,4); hold on
268
+ tx=-2000:2:1998;
269
+ LRP_t1=find(tx==-1000); LRP_t2=find(tx==500);
270
+ LRP_tx2disp=-1000:2:500;
271
+ shadedErrorBar(LRP_tx2disp,squeeze(mean(mean(MEGA_ERP_RESP(:,LRP_t1:LRP_t2,[2,4,6,8]),3),1)),squeeze(std(mean(MEGA_ERP_RESP(:,LRP_t1:LRP_t2,[2,4,6,8]),3),1))./sqrt(BigN),'r');
272
+ shadedErrorBar(LRP_tx2disp,squeeze(mean(mean(MEGA_ERP_RESP(:,LRP_t1:LRP_t2,[1,3,5,7]),3),1)),squeeze(std(mean(MEGA_ERP_RESP(:,LRP_t1:LRP_t2,[1,3,5,7]),3),1))./sqrt(BigN),'b');
273
+ plot(LRP_tx2disp,squeeze(mean(mean(MEGA_ERP_RESP(:,LRP_t1:LRP_t2,[2,4,6,8]),3),1)),'r','linewidth',2);
274
+ plot(LRP_tx2disp,squeeze(mean(mean(MEGA_ERP_RESP(:,LRP_t1:LRP_t2,[1,3,5,7]),3),1)),'b','linewidth',2);
275
+ plot([0 0],[-4 4],'k:'); plot([-1000 500],[0 0],'k:');
276
+ plot([-300 -300],[-2 2],'c'); plot([-150 -150],[-2 2],'c');
277
+ plot([-150 -150],[-2 2],'c'); plot([-50 -50],[-2 2],'c');
278
+ title('LRP')
279
+
280
+
281
+ %% REPEAT vs. SWITCH
282
+
283
+ figure;
284
+ site=19;
285
+ subplot(4,1,1); hold on
286
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP(:,site,t1:t2,1:4),4),1)),'k','linewidth',2);
287
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP(:,site,t1:t2,5:8),4),1)),'g','linewidth',2);
288
+ shadedErrorBar(tx2disp,squeeze(mean(mean(MEGA_ERP(:,site,t1:t2,1:4),4),1)),squeeze(std(mean(MEGA_ERP(:,site,t1:t2,1:4),4),1))./sqrt(BigN),'k');
289
+ shadedErrorBar(tx2disp,squeeze(mean(mean(MEGA_ERP(:,site,t1:t2,5:8),4),1)),squeeze(std(mean(MEGA_ERP(:,site,t1:t2,5:8),4),1))./sqrt(BigN),'g');
290
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP(:,site,t1:t2,1:4),4),1)),'k','linewidth',2);
291
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP(:,site,t1:t2,5:8),4),1)),'g','linewidth',2);
292
+ plot(mean(mean(RT(:,1:4))),[10],'ko');
293
+ plot(mean(mean(RT(:,5:8))),[10],'go');
294
+ plot([0 0],[-5 15],'k:'); plot([-500 1000],[0 0],'k:');
295
+ plot([P2 P2],[-5 15],'m'); plot([P2-10 P2-10],[-5 15],'c'); plot([P2+10 P2+10],[-5 15],'c'); text(P2,-5,'P2');
296
+ plot([N2 N2],[-5 15],'m'); plot([N2-20 N2-20],[-5 15],'c'); plot([N2+20 N2+20],[-5 15],'c'); text(N2,-5,'N2');
297
+ title('FCz')
298
+ legend({'REPEAT','SWITCH'})
299
+
300
+ subplot(4,1,2); hold on
301
+ site=28;
302
+ shadedErrorBar(tx2disp,squeeze(mean(mean(MEGA_ERP(:,site,t1:t2,1:4),4),1)),squeeze(std(mean(MEGA_ERP(:,site,t1:t2,1:4),4),1))./sqrt(BigN),'k');
303
+ shadedErrorBar(tx2disp,squeeze(mean(mean(MEGA_ERP(:,site,t1:t2,5:8),4),1)),squeeze(std(mean(MEGA_ERP(:,site,t1:t2,5:8),4),1))./sqrt(BigN),'g');
304
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP(:,site,t1:t2,1:4),4),1)),'k','linewidth',2);
305
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP(:,site,t1:t2,5:8),4),1)),'g','linewidth',2);
306
+ plot(mean(mean(RT(:,1:4))),[10],'ko');
307
+ plot(mean(mean(RT(:,5:8))),[10],'go');
308
+ plot([0 0],[-5 15],'k:'); plot([-500 1000],[0 0],'k:');
309
+ plot([P2 P2],[-5 15],'m'); plot([P2-10 P2-10],[-5 15],'c'); plot([P2+10 P2+10],[-5 15],'c'); text(P2,-5,'P2');
310
+ plot([N2 N2],[-5 15],'m'); plot([N2-20 N2-20],[-5 15],'c'); plot([N2+20 N2+20],[-5 15],'c'); text(N2,-5,'N2');
311
+ plot([P3 P3],[-5 15],'m'); plot([P3-P3range P3-P3range],[-5 15],'c'); plot([P3+P3range P3+P3range],[-5 15],'c'); text(P3,-5,'P3');
312
+ title('Cz')
313
+
314
+ subplot(4,1,3); hold on
315
+ site=46;
316
+ shadedErrorBar(tx2disp,squeeze(mean(mean(MEGA_ERP(:,site,t1:t2,1:4),4),1)),squeeze(std(mean(MEGA_ERP(:,site,t1:t2,1:4),4),1))./sqrt(BigN),'k');
317
+ shadedErrorBar(tx2disp,squeeze(mean(mean(MEGA_ERP(:,site,t1:t2,5:8),4),1)),squeeze(std(mean(MEGA_ERP(:,site,t1:t2,5:8),4),1))./sqrt(BigN),'g');
318
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP(:,site,t1:t2,1:4),4),1)),'k','linewidth',2);
319
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP(:,site,t1:t2,5:8),4),1)),'g','linewidth',2);
320
+ plot(mean(mean(RT(:,1:4))),[10],'ko');
321
+ plot(mean(mean(RT(:,5:8))),[10],'go');
322
+ plot([0 0],[-5 15],'k:'); plot([-500 1000],[0 0],'k:');
323
+ plot([P3 P3],[-5 15],'m'); plot([P3-P3range P3-P3range],[-5 15],'c'); plot([P3+P3range P3+P3range],[-5 15],'c'); text(P3,-5,'P3');
324
+ plot([LATE LATE],[-5 15],'m'); plot([LATE-LATErange LATE-LATErange],[-5 15],'c'); plot([LATE+LATErange LATE+LATErange],[-5 15],'c'); text(LATE,-5,'LATE');
325
+ title('Pz')
326
+
327
+ subplot(4,1,4); hold on
328
+ tx=-2000:2:1998;
329
+ LRP_t1=find(tx==-1000); LRP_t2=find(tx==500);
330
+ LRP_tx2disp=-1000:2:500;
331
+ shadedErrorBar(LRP_tx2disp,squeeze(mean(mean(MEGA_ERP_RESP(:,LRP_t1:LRP_t2,1:4),3),1)),squeeze(std(mean(MEGA_ERP_RESP(:,LRP_t1:LRP_t2,1:4),3),1))./sqrt(BigN),'k');
332
+ shadedErrorBar(LRP_tx2disp,squeeze(mean(mean(MEGA_ERP_RESP(:,LRP_t1:LRP_t2,5:8),3),1)),squeeze(std(mean(MEGA_ERP_RESP(:,LRP_t1:LRP_t2,5:8),3),1))./sqrt(BigN),'g');
333
+ plot(LRP_tx2disp,squeeze(mean(mean(MEGA_ERP_RESP(:,LRP_t1:LRP_t2,1:4),3),1)),'k','linewidth',2);
334
+ plot(LRP_tx2disp,squeeze(mean(mean(MEGA_ERP_RESP(:,LRP_t1:LRP_t2,5:8),3),1)),'g','linewidth',2);
335
+ plot([0 0],[-4 4],'k:'); plot([-1000 500],[0 0],'k:');
336
+ plot([-300 -300],[-2 2],'c'); plot([-150 -150],[-2 2],'c');
337
+ plot([-150 -150],[-2 2],'c'); plot([-50 -50],[-2 2],'c');
338
+ title('LRP')
339
+
340
+
341
+ %% PRIOR CONFLICT CONGRUENT for fun
342
+
343
+ thecondis={'REPEAT cC','REPEAT cI','REPEAT iC','REPEAT iI','Change cC','Change cI','Change iC','Change iI'};
344
+ BigN=size(MEGA_ERP,1);
345
+ tx=-2000:2:1998;
346
+ t1=find(tx==-500); t2=find(tx==1000);
347
+ tx2disp=-500:2:1000;
348
+
349
+ P2=200; P2range=10; % in ms
350
+ N2=275; N2range=20;
351
+ P3=450; P3range=150;
352
+ LATE=700; LATErange=250;
353
+
354
+ figure;
355
+ subplot(4,1,1); hold on
356
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP(:,19,t1:t2,[3,4,7,8]),4),1)),'r','linewidth',2);
357
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP(:,19,t1:t2,[1,2,5,6]),4),1)),'b','linewidth',2);
358
+ shadedErrorBar(tx2disp,squeeze(mean(mean(MEGA_ERP(:,19,t1:t2,[3,4,7,8]),4),1)),squeeze(std(mean(MEGA_ERP(:,19,t1:t2,[3,4,7,8]),4),1))./sqrt(BigN),'r');
359
+ shadedErrorBar(tx2disp,squeeze(mean(mean(MEGA_ERP(:,19,t1:t2,[1,2,5,6]),4),1)),squeeze(std(mean(MEGA_ERP(:,19,t1:t2,[1,2,5,6]),4),1))./sqrt(BigN),'b');
360
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP(:,19,t1:t2,[3,4,7,8]),4),1)),'r','linewidth',2);
361
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP(:,19,t1:t2,[1,2,5,6]),4),1)),'b','linewidth',2);
362
+ plot(mean(mean(RT(:,[3,4,7,8]))),[10],'ro');
363
+ plot(mean(mean(RT(:,[1,2,5,6]))),[10],'bo');
364
+ plot([0 0],[-5 15],'k:'); plot([-500 1000],[0 0],'k:');
365
+ plot([P2 P2],[-5 15],'m'); plot([P2-10 P2-10],[-5 15],'c'); plot([P2+10 P2+10],[-5 15],'c'); text(P2,-5,'P2');
366
+ plot([N2 N2],[-5 15],'m'); plot([N2-20 N2-20],[-5 15],'c'); plot([N2+20 N2+20],[-5 15],'c'); text(N2,-5,'N2');
367
+ title('FCz')
368
+ legend({'PRIOR CONFLICT','PRIOR CONGRUENT'})
369
+
370
+ subplot(4,1,2); hold on
371
+ shadedErrorBar(tx2disp,squeeze(mean(mean(MEGA_ERP(:,28,t1:t2,[3,4,7,8]),4),1)),squeeze(std(mean(MEGA_ERP(:,28,t1:t2,[3,4,7,8]),4),1))./sqrt(BigN),'r');
372
+ shadedErrorBar(tx2disp,squeeze(mean(mean(MEGA_ERP(:,28,t1:t2,[1,2,5,6]),4),1)),squeeze(std(mean(MEGA_ERP(:,28,t1:t2,[1,2,5,6]),4),1))./sqrt(BigN),'b');
373
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP(:,28,t1:t2,[3,4,7,8]),4),1)),'r','linewidth',2);
374
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP(:,28,t1:t2,[1,2,5,6]),4),1)),'b','linewidth',2);
375
+ plot(mean(mean(RT(:,[3,4,7,8]))),[10],'ro');
376
+ plot(mean(mean(RT(:,[1,2,5,6]))),[10],'bo');
377
+ plot([0 0],[-5 15],'k:'); plot([-500 1000],[0 0],'k:');
378
+ plot([P2 P2],[-5 15],'m'); plot([P2-10 P2-10],[-5 15],'c'); plot([P2+10 P2+10],[-5 15],'c'); text(P2,-5,'P2');
379
+ plot([N2 N2],[-5 15],'m'); plot([N2-20 N2-20],[-5 15],'c'); plot([N2+20 N2+20],[-5 15],'c'); text(N2,-5,'N2');
380
+ plot([P3 P3],[-5 15],'m'); plot([P3-P3range P3-P3range],[-5 15],'c'); plot([P3+P3range P3+P3range],[-5 15],'c'); text(P3,-5,'P3');
381
+ title('Cz')
382
+
383
+ subplot(4,1,3); hold on
384
+ shadedErrorBar(tx2disp,squeeze(mean(mean(MEGA_ERP(:,46,t1:t2,[3,4,7,8]),4),1)),squeeze(std(mean(MEGA_ERP(:,46,t1:t2,[3,4,7,8]),4),1))./sqrt(BigN),'r');
385
+ shadedErrorBar(tx2disp,squeeze(mean(mean(MEGA_ERP(:,46,t1:t2,[1,2,5,6]),4),1)),squeeze(std(mean(MEGA_ERP(:,46,t1:t2,[1,2,5,6]),4),1))./sqrt(BigN),'b');
386
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP(:,46,t1:t2,[3,4,7,8]),4),1)),'r','linewidth',2);
387
+ plot(tx2disp,squeeze(mean(mean(MEGA_ERP(:,46,t1:t2,[1,2,5,6]),4),1)),'b','linewidth',2);
388
+ plot(mean(mean(RT(:,[3,4,7,8]))),[10],'ro');
389
+ plot(mean(mean(RT(:,[1,2,5,6]))),[10],'bo');
390
+ plot([0 0],[-5 15],'k:'); plot([-500 1000],[0 0],'k:');
391
+ plot([P3 P3],[-5 15],'m'); plot([P3-P3range P3-P3range],[-5 15],'c'); plot([P3+P3range P3+P3range],[-5 15],'c'); text(P3,-5,'P3');
392
+ plot([LATE LATE],[-5 15],'m'); plot([LATE-LATErange LATE-LATErange],[-5 15],'c'); plot([LATE+LATErange LATE+LATErange],[-5 15],'c'); text(LATE,-5,'LATE');
393
+ title('Pz')
394
+
395
+ subplot(4,1,4); hold on
396
+ tx=-2000:2:1998;
397
+ LRP_t1=find(tx==-1000); LRP_t2=find(tx==500);
398
+ LRP_tx2disp=-1000:2:500;
399
+ shadedErrorBar(LRP_tx2disp,squeeze(mean(mean(MEGA_ERP_RESP(:,LRP_t1:LRP_t2,[3,4,7,8]),3),1)),squeeze(std(mean(MEGA_ERP_RESP(:,LRP_t1:LRP_t2,[3,4,7,8]),3),1))./sqrt(BigN),'r');
400
+ shadedErrorBar(LRP_tx2disp,squeeze(mean(mean(MEGA_ERP_RESP(:,LRP_t1:LRP_t2,[1,2,5,6]),3),1)),squeeze(std(mean(MEGA_ERP_RESP(:,LRP_t1:LRP_t2,[1,2,5,6]),3),1))./sqrt(BigN),'b');
401
+ plot(LRP_tx2disp,squeeze(mean(mean(MEGA_ERP_RESP(:,LRP_t1:LRP_t2,[3,4,7,8]),3),1)),'r','linewidth',2);
402
+ plot(LRP_tx2disp,squeeze(mean(mean(MEGA_ERP_RESP(:,LRP_t1:LRP_t2,[1,2,5,6]),3),1)),'b','linewidth',2);
403
+ plot([0 0],[-4 4],'k:'); plot([-1000 500],[0 0],'k:');
404
+ plot([-300 -300],[-2 2],'c'); plot([-150 -150],[-2 2],'c');
405
+ plot([-150 -150],[-2 2],'c'); plot([-50 -50],[-2 2],'c');
406
+ title('LRP')
407
+
408
+
409
+ %% ----- TRY THIS
410
+ figure;
411
+
412
+ subplot(2,1,1); hold on
413
+ site=19;
414
+ tx=-2000:2:1998;
415
+ resp_t1=find(tx==-500); resp_t2=find(tx==1000);
416
+ resp_tx2disp=-500:2:1000;
417
+ plot(resp_tx2disp,squeeze(mean(mean(MEGA_ERP_RESP_All(:,site,resp_t1:resp_t2,[2,4,6,8]),4),1)),'r','linewidth',2);
418
+ plot(resp_tx2disp,squeeze(mean(mean(MEGA_ERP_RESP_All(:,site,resp_t1:resp_t2,[1,3,5,7]),4),1)),'b','linewidth',2);
419
+ shadedErrorBar(resp_tx2disp,squeeze(mean(mean(MEGA_ERP_RESP_All(:,site,resp_t1:resp_t2,[2,4,6,8]),4),1)),squeeze(std(mean(MEGA_ERP_RESP_All(:,site,LRP_t1:LRP_t2,[2,4,6,8]),4),1))./sqrt(BigN),'r');
420
+ shadedErrorBar(resp_tx2disp,squeeze(mean(mean(MEGA_ERP_RESP_All(:,site,resp_t1:resp_t2,[1,3,5,7]),4),1)),squeeze(std(mean(MEGA_ERP_RESP_All(:,site,LRP_t1:LRP_t2,[1,3,5,7]),4),1))./sqrt(BigN),'b');
421
+ plot(resp_tx2disp,squeeze(mean(mean(MEGA_ERP_RESP_All(:,site,resp_t1:resp_t2,[2,4,6,8]),4),1)),'r','linewidth',2);
422
+ plot(resp_tx2disp,squeeze(mean(mean(MEGA_ERP_RESP_All(:,site,resp_t1:resp_t2,[1,3,5,7]),4),1)),'b','linewidth',2);
423
+ plot([0 0],[-4 4],'k:'); plot([-500 1000],[0 0],'k:');
424
+ plot([200 200],[-2 2],'c'); plot([500 500],[-2 2],'c');
425
+ title('Resp')
426
+ legend({'CONGRUENT','CONFLICT'})
427
+
428
+ subplot(2,1,2); hold on
429
+ plot(resp_tx2disp,squeeze(mean(mean(MEGA_ERP_RESP_All(:,site,resp_t1:resp_t2,1:4),4),1)),'k','linewidth',2);
430
+ plot(resp_tx2disp,squeeze(mean(mean(MEGA_ERP_RESP_All(:,site,resp_t1:resp_t2,5:8),4),1)),'g','linewidth',2);
431
+ shadedErrorBar(resp_tx2disp,squeeze(mean(mean(MEGA_ERP_RESP_All(:,site,resp_t1:resp_t2,1:4),4),1)),squeeze(std(mean(MEGA_ERP_RESP_All(:,site,LRP_t1:LRP_t2,1:4),4),1))./sqrt(BigN),'k');
432
+ shadedErrorBar(resp_tx2disp,squeeze(mean(mean(MEGA_ERP_RESP_All(:,site,resp_t1:resp_t2,5:8),4),1)),squeeze(std(mean(MEGA_ERP_RESP_All(:,site,LRP_t1:LRP_t2,5:8),4),1))./sqrt(BigN),'g');
433
+ plot(resp_tx2disp,squeeze(mean(mean(MEGA_ERP_RESP_All(:,site,resp_t1:resp_t2,1:4),4),1)),'k','linewidth',2);
434
+ plot(resp_tx2disp,squeeze(mean(mean(MEGA_ERP_RESP_All(:,site,resp_t1:resp_t2,5:8),4),1)),'g','linewidth',2);
435
+ plot([0 0],[-4 4],'k:'); plot([-500 1000],[0 0],'k:');
436
+ plot([200 200],[-2 2],'c'); plot([500 500],[-2 2],'c');
437
+ title('Resp')
438
+ legend({'REPEAT','SWITCH'})
439
+
440
+
441
+ ERPmean=squeeze(mean(MEGA_ERP_RESP_All(:,site,find(tx==200):find(tx==500),:),3)); LRP_TITLE='FCz Resp';
442
+
443
+ CONDIS=[5,6,7,8,1,2,3,4];
444
+ PANEL=[1,1,2,2,4,4,5,5];
445
+ COLOR={'bo','ro','bo','ro','bo','ro','bo','ro'};
446
+
447
+ figure; hold on
448
+ plot(1,mean(ERPmean(:,CONDIS(1))),COLOR{1});
449
+ plot(1,mean(ERPmean(:,CONDIS(2))),COLOR{2});
450
+ legend({'CONG','INCONG'},'Location','NorthWest')
451
+ for condi=1:8
452
+ plot(PANEL(condi),mean(ERPmean(:,CONDIS(condi))),COLOR{condi});
453
+ errorbar(PANEL(condi),mean(ERPmean(:,CONDIS(condi))),std(ERPmean(:,CONDIS(condi)))/sqrt(size(ERPmean,1)),'k.');
454
+ end
455
+ plot([1 2],[mean(ERPmean(:,CONDIS(1))) mean(ERPmean(:,CONDIS(3)))],'k-');
456
+ plot([1 2],[mean(ERPmean(:,CONDIS(2))) mean(ERPmean(:,CONDIS(4)))],'k-');
457
+ plot([4 5],[mean(ERPmean(:,CONDIS(5))) mean(ERPmean(:,CONDIS(7)))],'k-');
458
+ plot([4 5],[mean(ERPmean(:,CONDIS(6))) mean(ERPmean(:,CONDIS(8)))],'k-');
459
+ ylabel('uV');
460
+ set(gca,'xlim',[0 6],'xtick',[1:1:5],'xticklabel',{'PREV C','PREV I','','PREV C','PREV I'});
461
+ title(LRP_TITLE);
462
+
463
+
464
+ FCzRESP_4SPSS=squeeze(mean(MEGA_ERP_RESP_All(:,site,find(tx==200):find(tx==500),:),3));
465
+
466
+ figure;
467
+ subplot(1,2,1)
468
+ resp_t1=find(tx==200); resp_t2=find(tx==500);
469
+ A=mean(mean(MEGA_ERP_RESP_All(:,:,resp_t1:resp_t2,[2,4,6,8]),4),3);
470
+ B=mean(mean(MEGA_ERP_RESP_All(:,:,resp_t1:resp_t2,[1,3,5,7]),4),3);
471
+ [H,P,CI,STATS]=ttest(A,B); P(P>=.05)=NaN; P(P<.05)=1; P(isnan(P))=0;
472
+ THESEDATA=squeeze(mean(A,1)-mean(B,1));
473
+ topoplot(THESEDATA,chanlocs,'emarker2', {find(P),'d','k',5,1});
474
+ title('CONF-CONGRU')
475
+ subplot(1,2,2)
476
+ resp_t1=find(tx==200); resp_t2=find(tx==500);
477
+ A=mean(mean(MEGA_ERP_RESP_All(:,:,resp_t1:resp_t2,1:4),4),3);
478
+ B=mean(mean(MEGA_ERP_RESP_All(:,:,resp_t1:resp_t2,5:8),4),3);
479
+ [H,P,CI,STATS]=ttest(A,B); P(P>=.05)=NaN; P(P<.05)=1; P(isnan(P))=0;
480
+ THESEDATA=squeeze(mean(B,1)-mean(A,1));
481
+ topoplot(THESEDATA,chanlocs,'emarker2', {find(P),'d','k',5,1});
482
+ title('SWITCH-REPEAT')
483
+ %% TOPOS
484
+
485
+ % Divide range by 2 to get samples
486
+ TIMEWINS{1}=find(tx==P2)-5:find(tx==P2)+5 ;
487
+ TIMEWINS{2}=find(tx==N2+1)-10:find(tx==N2+1)+10 ;
488
+ TIMEWINS{3}=find(tx==P3)-(P3range/2):find(tx==P3)+(P3range/2) ;
489
+ TIMEWINS{4}=find(tx==LATE)-(LATErange/2):find(tx==LATE)+(LATErange/2) ;
490
+
491
+ TITLES={'P2','N2','P3','Late'};
492
+
493
+ figure;
494
+ for fi=2:4
495
+ subplot(1,3,fi-1); hold on;
496
+ A=mean(mean(MEGA_ERP(:,:,TIMEWINS{fi},[2,4,6,8]),4),3);
497
+ B=mean(mean(MEGA_ERP(:,:,TIMEWINS{fi},[1,3,5,7]),4),3);
498
+ [H,P,CI,STATS]=ttest(A,B); P(P>=.05)=NaN; P(P<.05)=1; P(isnan(P))=0;
499
+ THESEDATA=squeeze(mean(A,1)-mean(B,1));
500
+ topoplot(THESEDATA,chanlocs,'emarker2', {find(P),'d','k',5,1});
501
+ title(TITLES{fi})
502
+ clear THESEDATA A B;
503
+ end
504
+
505
+ figure;
506
+ for fi=2:4
507
+ subplot(1,3,fi-1); hold on;
508
+ A=mean(mean(MEGA_ERP(:,:,TIMEWINS{fi},5:8),4),3);
509
+ B=mean(mean(MEGA_ERP(:,:,TIMEWINS{fi},1:4),4),3);
510
+ [H,P,CI,STATS]=ttest(A,B); P(P>=.05)=NaN; P(P<.05)=1; P(isnan(P))=0;
511
+ THESEDATA=squeeze(mean(A,1)-mean(B,1));
512
+ topoplot(THESEDATA,chanlocs,'emarker2', {find(P),'d','k',5,1});
513
+ title(TITLES{fi})
514
+ clear THESEDATA A B;
515
+ end
516
+
517
+
518
+ %% Get ROIs
519
+
520
+ SITE=[19,28,46];
521
+ for ai=1:3 % SITE=[FCz,Cz,Pz]
522
+ for bi=1:4 % TIMES=[P2,N2,P3,LATE];
523
+ for ci=1:8
524
+ MEANS(:,ai,bi,ci)=squeeze(mean(MEGA_ERP(:,SITE(ai),TIMEWINS{bi},ci),3));
525
+ end
526
+ end
527
+ end
528
+
529
+ TIMEWINS_LAT=find(tx==P3)-(P3range/2):find(tx==P3)+(P3range/2) ; % 300 to 600
530
+ P3actuallatency=P3-P3range:2:P3+P3range;
531
+ for si=1:size(MEGA_ERP,1)
532
+ for ai=1:3 % SITE=[FCz,Cz,Pz]
533
+ for ci=1:8
534
+ idx=find(squeeze(MEGA_ERP(si,SITE(ai),TIMEWINS_LAT,ci))==max(squeeze(MEGA_ERP(si,SITE(ai),TIMEWINS_LAT,ci))));
535
+ P3Latency(si,ai,ci)=P3actuallatency(idx);
536
+ end
537
+ end
538
+ end
539
+
540
+ figure; boxplot(squeeze(P3Latency(:,3,:))); title('P3 latencies at Pz');
541
+
542
+
543
+ P3Peak_Conf=mean(mean(P3Latency(:,3,[2,4,6,8]),3));
544
+ P3Peak_Cong=mean(mean(P3Latency(:,3,[1,3,5,7]),3));
545
+ P3Peak_Rep=mean(mean(P3Latency(:,3,1:4),3));
546
+ P3Peak_Swtch=mean(mean(P3Latency(:,3,5:8),3));
547
+
548
+ %%
549
+ clear ERPmean;
550
+
551
+ CHAN=3 ;% SITE=[FCz,Cz, Pz]
552
+ TIME=4 ;% TIMES=[P2,N2,P3,LATE];
553
+ ERPmean=squeeze(mean(MEANS(:,CHAN,TIME,:),2)); % -squeeze(MEANS(:,CHAN,2,:)); %
554
+
555
+ % ERPmean=squeeze(mean(P3Latency(:,3,:),2));
556
+
557
+
558
+ % % AMP=zscore(squeeze(mean(MEANS(:,CHAN,TIME,:),2)),[],2);
559
+ % % LAT=zscore(squeeze(mean(P3Latency(:,3,:),2)),[],2);
560
+ % % ERPmean=(AMP+LAT)/2;
561
+
562
+ TITLE=' ';
563
+
564
+ % N2 is FCz
565
+ % P3 is Cz, Pz
566
+ % P3 latency is Pz
567
+
568
+ CONDIS=[5,6,7,8,1,2,3,4];
569
+ PANEL=[1,1,2,2,4,4,5,5];
570
+ COLOR={'bo','ro','bo','ro','bo','ro','bo','ro'};
571
+ figure; hold on
572
+ plot(1,mean(ERPmean(:,CONDIS(1))),COLOR{1});
573
+ plot(1,mean(ERPmean(:,CONDIS(2))),COLOR{2});
574
+ legend({'CONG','INCONG'},'Location','NorthWest')
575
+ for condi=1:8
576
+ plot(PANEL(condi),mean(ERPmean(:,CONDIS(condi))),COLOR{condi});
577
+ errorbar(PANEL(condi),mean(ERPmean(:,CONDIS(condi))),std(ERPmean(:,CONDIS(condi)))/sqrt(size(ERPmean,1)),'k.');
578
+ end
579
+ plot([1 2],[mean(ERPmean(:,CONDIS(1))) mean(ERPmean(:,CONDIS(3)))],'k-');
580
+ plot([1 2],[mean(ERPmean(:,CONDIS(2))) mean(ERPmean(:,CONDIS(4)))],'k-');
581
+ plot([4 5],[mean(ERPmean(:,CONDIS(5))) mean(ERPmean(:,CONDIS(7)))],'k-');
582
+ plot([4 5],[mean(ERPmean(:,CONDIS(6))) mean(ERPmean(:,CONDIS(8)))],'k-');
583
+ set(gca,'xlim',[0 6],'xtick',[1:1:5],'xticklabel',{'PREV C','PREV I','','PREV C','PREV I'});
584
+ title(TITLE);
585
+
586
+
587
+ %%
588
+ lrp1=find(tx==-300);
589
+ lrp2=find(tx==-150);
590
+ lrp3=find(tx==-50);
591
+
592
+ ERPmean=-1* (squeeze(mean(MEGA_ERP_RESP(:,lrp3,:),2))-squeeze(mean(MEGA_ERP_RESP(:,lrp2,:),2)) ); LRP_TITLE='LRP SLOPE';
593
+ % ERPmean=squeeze(mean(MEGA_ERP_RESP(:,lrp1:lrp2,:),2)); LRP_TITLE='PRE-LRP';
594
+
595
+ CONDIS=[5,6,7,8,1,2,3,4];
596
+ PANEL=[1,1,2,2,4,4,5,5];
597
+ COLOR={'bo','ro','bo','ro','bo','ro','bo','ro'};
598
+
599
+ figure; hold on
600
+ plot(1,mean(ERPmean(:,CONDIS(1))),COLOR{1});
601
+ plot(1,mean(ERPmean(:,CONDIS(2))),COLOR{2});
602
+ legend({'CONG','INCONG'},'Location','NorthWest')
603
+ for condi=1:8
604
+ plot(PANEL(condi),mean(ERPmean(:,CONDIS(condi))),COLOR{condi});
605
+ errorbar(PANEL(condi),mean(ERPmean(:,CONDIS(condi))),std(ERPmean(:,CONDIS(condi)))/sqrt(size(ERPmean,1)),'k.');
606
+ end
607
+ plot([1 2],[mean(ERPmean(:,CONDIS(1))) mean(ERPmean(:,CONDIS(3)))],'k-');
608
+ plot([1 2],[mean(ERPmean(:,CONDIS(2))) mean(ERPmean(:,CONDIS(4)))],'k-');
609
+ plot([4 5],[mean(ERPmean(:,CONDIS(5))) mean(ERPmean(:,CONDIS(7)))],'k-');
610
+ plot([4 5],[mean(ERPmean(:,CONDIS(6))) mean(ERPmean(:,CONDIS(8)))],'k-');
611
+ ylabel('uV');
612
+ set(gca,'xlim',[0 6],'xtick',[1:1:5],'xticklabel',{'PREV C','PREV I','','PREV C','PREV I'});
613
+ title(LRP_TITLE);
614
+
615
+
616
+ LRP_4SPSS=squeeze(mean(MEGA_ERP_RESP(:,LRP_t1:LRP_t2,:),2));
617
+
618
+
619
+ %% TF
620
+ frex=logspace(.01,1.7,50);
621
+
622
+ figure; hold on;
623
+ imagesc(tx2disp,[],squeeze(mean(mean(MEGA_PWR{1},1),4)));
624
+ % [H,P,CI,STATS]=ttest(squeeze( CTL.POWER{Bidx}(:,CHANI,:,:,conflict,EVENT)) , squeeze( ON.POWER{Bidx}(:,CHANI,:,:,conflict,EVENT)));
625
+ % P(P<=.05)=NaN; P(P>.05)=0; P(isnan(P))=1; P=squeeze(P);
626
+ % contour(tx2disp,1:50,P,'k','linewidth',2); clear Corrected_P H P CI STATS;
627
+ plot([300 300],[17 24],'k'); plot([500 500],[17 24],'k');
628
+ plot([300 500],[17 17],'k') ;plot([300 500],[24 24],'k');
629
+ plot([0 0],[1 50],'k:')
630
+ set(gca,'clim',[-4 4],'xlim',[-500,1000],'ylim',[1 50],'YTick',1:4:length(frex),'YTickLabel',round(frex(1:4:end)));
631
+
632
+ CUETHETA_4SPSS=squeeze(mean(mean(MEGA_PWR{1}(:,17:24,find(tx2disp==300):find(tx2disp==500),:),2),3));
633
+
634
+ figure; hold on
635
+ plot(1,mean(CUETHETA_4SPSS(:,CONDIS(1))),COLOR{1});
636
+ plot(1,mean(CUETHETA_4SPSS(:,CONDIS(2))),COLOR{2});
637
+ legend({'CONG','INCONG'},'Location','NorthWest')
638
+ for condi=1:8
639
+ plot(PANEL(condi),mean(CUETHETA_4SPSS(:,CONDIS(condi))),COLOR{condi});
640
+ errorbar(PANEL(condi),mean(CUETHETA_4SPSS(:,CONDIS(condi))),std(CUETHETA_4SPSS(:,CONDIS(condi)))/sqrt(size(CUETHETA_4SPSS,1)),'k.');
641
+ end
642
+ plot([1 2],[mean(CUETHETA_4SPSS(:,CONDIS(1))) mean(CUETHETA_4SPSS(:,CONDIS(3)))],'k-');
643
+ plot([1 2],[mean(CUETHETA_4SPSS(:,CONDIS(2))) mean(CUETHETA_4SPSS(:,CONDIS(4)))],'k-');
644
+ plot([4 5],[mean(CUETHETA_4SPSS(:,CONDIS(5))) mean(CUETHETA_4SPSS(:,CONDIS(7)))],'k-');
645
+ plot([4 5],[mean(CUETHETA_4SPSS(:,CONDIS(6))) mean(CUETHETA_4SPSS(:,CONDIS(8)))],'k-');
646
+ ylabel('uV');
647
+ set(gca,'xlim',[0 6],'xtick',[1:1:5],'xticklabel',{'PREV C','PREV I','','PREV C','PREV I'});
648
+ title('Cue Theta');
649
+
650
+
651
+
652
+ figure; hold on;
653
+ imagesc(tx2disp,[],squeeze(mean(mean(MEGA_PWR{2},1),4)));
654
+ % [H,P,CI,STATS]=ttest(squeeze( CTL.POWER{Bidx}(:,CHANI,:,:,conflict,EVENT)) , squeeze( ON.POWER{Bidx}(:,CHANI,:,:,conflict,EVENT)));
655
+ % P(P<=.05)=NaN; P(P>.05)=0; P(isnan(P))=1; P=squeeze(P);
656
+ % contour(tx2disp,1:50,P,'k','linewidth',2); clear Corrected_P H P CI STATS;
657
+ plot([-200 -200],[17 24],'k'); plot([50 50],[17 24],'k');
658
+ plot([-200 50],[17 17],'k') ;plot([-200 50],[24 24],'k');
659
+ plot([0 0],[1 50],'k:')
660
+ set(gca,'clim',[-2 2],'xlim',[-500,1000],'ylim',[1 50],'YTick',1:4:length(frex),'YTickLabel',round(frex(1:4:end)));
661
+
662
+ RESPTHETA_4SPSS=squeeze(mean(mean(MEGA_PWR{2}(:,17:24,find(tx2disp==-200):find(tx2disp==50),:),2),3));
663
+
664
+
665
+ figure; hold on
666
+ plot(1,mean(RESPTHETA_4SPSS(:,CONDIS(1))),COLOR{1});
667
+ plot(1,mean(RESPTHETA_4SPSS(:,CONDIS(2))),COLOR{2});
668
+ legend({'CONG','INCONG'},'Location','NorthWest')
669
+ for condi=1:8
670
+ plot(PANEL(condi),mean(RESPTHETA_4SPSS(:,CONDIS(condi))),COLOR{condi});
671
+ errorbar(PANEL(condi),mean(RESPTHETA_4SPSS(:,CONDIS(condi))),std(RESPTHETA_4SPSS(:,CONDIS(condi)))/sqrt(size(RESPTHETA_4SPSS,1)),'k.');
672
+ end
673
+ plot([1 2],[mean(RESPTHETA_4SPSS(:,CONDIS(1))) mean(RESPTHETA_4SPSS(:,CONDIS(3)))],'k-');
674
+ plot([1 2],[mean(RESPTHETA_4SPSS(:,CONDIS(2))) mean(RESPTHETA_4SPSS(:,CONDIS(4)))],'k-');
675
+ plot([4 5],[mean(RESPTHETA_4SPSS(:,CONDIS(5))) mean(RESPTHETA_4SPSS(:,CONDIS(7)))],'k-');
676
+ plot([4 5],[mean(RESPTHETA_4SPSS(:,CONDIS(6))) mean(RESPTHETA_4SPSS(:,CONDIS(8)))],'k-');
677
+ ylabel('uV');
678
+ set(gca,'xlim',[0 6],'xtick',[1:1:5],'xticklabel',{'PREV C','PREV I','','PREV C','PREV I'});
679
+ title('Resp Theta');
680
+
681
+
682
+
683
+ figure; hold on;
684
+ imagesc(tx2disp,[],squeeze(mean(mean(MEGA_PHS{1},1),4)));
685
+ plot([100 100],[17 24],'k'); plot([300 300],[17 24],'k');
686
+ plot([100 300],[17 17],'k') ;plot([100 300],[24 24],'k');
687
+ plot([0 0],[1 50],'k:')
688
+ set(gca,'clim',[0 .5],'xlim',[-500,1000],'ylim',[1 50],'YTick',1:4:length(frex),'YTickLabel',round(frex(1:4:end)));
689
+
690
+ CUEPHS_4SPSS=squeeze(mean(mean(MEGA_PHS{1}(:,17:24,find(tx2disp==100):find(tx2disp==300),:),2),3));
691
+
692
+ figure; hold on;
693
+ imagesc(-1000:2:500,[],squeeze(mean(mean(MEGA_PHS{2},1),4)));
694
+ plot([100 100],[2 10],'k'); plot([300 300],[2 10],'k');
695
+ plot([100 300],[2 2],'k') ;plot([100 300],[10 10],'k');
696
+ plot([0 0],[1 50],'k:')
697
+ set(gca,'clim',[0 .5],'xlim',[-1000,500],'ylim',[1 50],'YTick',1:4:length(frex),'YTickLabel',round(frex(1:4:end)));
698
+
699
+ %%
700
+
701
+